Spaces:
Running
Running
Add 3 files
Browse files- README.md +6 -4
- index.html +773 -19
- prompts.txt +2 -0
README.md
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---
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title:
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emoji:
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colorFrom: purple
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colorTo:
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sdk: static
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pinned: false
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---
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-
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: portfolio
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+
emoji: 🐳
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colorFrom: purple
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colorTo: red
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sdk: static
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pinned: false
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tags:
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- deepsite
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---
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+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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index.html
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@@ -1,19 +1,773 @@
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<!
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<html>
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| 1 |
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<!DOCTYPE html>
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| 2 |
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Le Trong Hieu - AI Tech Lead Portfolio</title>
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| 7 |
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<script src="https://cdn.tailwindcss.com"></script>
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| 8 |
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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<style>
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/* Custom animations */
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@keyframes float {
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0% { transform: translateY(0px); }
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50% { transform: translateY(-20px); }
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100% { transform: translateY(0px); }
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}
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.floating {
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animation: float 6s ease-in-out infinite;
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}
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@keyframes fadeIn {
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from { opacity: 0; transform: translateY(20px); }
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to { opacity: 1; transform: translateY(0); }
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}
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.fade-in {
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| 25 |
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animation: fadeIn 1s ease forwards;
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}
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/* Custom scrollbar */
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::-webkit-scrollbar {
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width: 8px;
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}
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::-webkit-scrollbar-track {
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| 33 |
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background: #f1f1f1;
|
| 34 |
+
}
|
| 35 |
+
::-webkit-scrollbar-thumb {
|
| 36 |
+
background: #888;
|
| 37 |
+
border-radius: 10px;
|
| 38 |
+
}
|
| 39 |
+
::-webkit-scrollbar-thumb:hover {
|
| 40 |
+
background: #555;
|
| 41 |
+
}
|
| 42 |
+
|
| 43 |
+
/* Gradient text */
|
| 44 |
+
.gradient-text {
|
| 45 |
+
background: linear-gradient(45deg, #3b82f6, #8b5cf6, #ec4899);
|
| 46 |
+
-webkit-background-clip: text;
|
| 47 |
+
background-clip: text;
|
| 48 |
+
color: transparent;
|
| 49 |
+
}
|
| 50 |
+
|
| 51 |
+
/* AWS Certified badge */
|
| 52 |
+
.aws-badge {
|
| 53 |
+
background: linear-gradient(45deg, #FF9900, #FF9900, #232F3E);
|
| 54 |
+
-webkit-background-clip: text;
|
| 55 |
+
background-clip: text;
|
| 56 |
+
color: transparent;
|
| 57 |
+
}
|
| 58 |
+
|
| 59 |
+
/* Section divider */
|
| 60 |
+
.divider {
|
| 61 |
+
width: 100px;
|
| 62 |
+
height: 4px;
|
| 63 |
+
background: linear-gradient(90deg, #3b82f6, #8b5cf6);
|
| 64 |
+
margin: 20px auto;
|
| 65 |
+
border-radius: 2px;
|
| 66 |
+
}
|
| 67 |
+
|
| 68 |
+
/* Skill bar animation */
|
| 69 |
+
@keyframes fillBar {
|
| 70 |
+
from { width: 0; }
|
| 71 |
+
to { width: var(--skill-level); }
|
| 72 |
+
}
|
| 73 |
+
.skill-bar-fill {
|
| 74 |
+
animation: fillBar 1.5s ease-out forwards;
|
| 75 |
+
}
|
| 76 |
+
|
| 77 |
+
/* Timeline styling */
|
| 78 |
+
.timeline-item {
|
| 79 |
+
position: relative;
|
| 80 |
+
padding-left: 50px;
|
| 81 |
+
margin-bottom: 40px;
|
| 82 |
+
}
|
| 83 |
+
.timeline-item:before {
|
| 84 |
+
content: '';
|
| 85 |
+
position: absolute;
|
| 86 |
+
left: 20px;
|
| 87 |
+
top: 0;
|
| 88 |
+
width: 2px;
|
| 89 |
+
height: 100%;
|
| 90 |
+
background: #e5e7eb;
|
| 91 |
+
}
|
| 92 |
+
.timeline-dot {
|
| 93 |
+
position: absolute;
|
| 94 |
+
left: 15px;
|
| 95 |
+
top: 5px;
|
| 96 |
+
width: 12px;
|
| 97 |
+
height: 12px;
|
| 98 |
+
border-radius: 50%;
|
| 99 |
+
background: #3b82f6;
|
| 100 |
+
border: 3px solid white;
|
| 101 |
+
box-shadow: 0 0 0 2px #3b82f6;
|
| 102 |
+
}
|
| 103 |
+
|
| 104 |
+
/* Project card hover effect */
|
| 105 |
+
.project-card {
|
| 106 |
+
transition: all 0.3s ease;
|
| 107 |
+
}
|
| 108 |
+
.project-card:hover {
|
| 109 |
+
transform: translateY(-5px);
|
| 110 |
+
box-shadow: 0 10px 20px rgba(0,0,0,0.1);
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
/* Tag styling */
|
| 114 |
+
.tech-tag {
|
| 115 |
+
display: inline-block;
|
| 116 |
+
background: #e0e7ff;
|
| 117 |
+
color: #4f46e5;
|
| 118 |
+
padding: 2px 8px;
|
| 119 |
+
border-radius: 9999px;
|
| 120 |
+
font-size: 0.75rem;
|
| 121 |
+
margin-right: 4px;
|
| 122 |
+
margin-bottom: 4px;
|
| 123 |
+
}
|
| 124 |
+
</style>
|
| 125 |
+
</head>
|
| 126 |
+
<body class="bg-gray-50 font-sans text-gray-800">
|
| 127 |
+
<!-- Navigation -->
|
| 128 |
+
<nav class="fixed w-full bg-white/90 backdrop-blur-sm shadow-sm z-50">
|
| 129 |
+
<div class="max-w-6xl mx-auto px-6 py-4 flex justify-between items-center">
|
| 130 |
+
<a href="#" class="text-2xl font-bold gradient-text">Le Trong Hieu</a>
|
| 131 |
+
<div class="hidden md:flex space-x-8">
|
| 132 |
+
<a href="#home" class="hover:text-indigo-600 transition">Home</a>
|
| 133 |
+
<a href="#about" class="hover:text-indigo-600 transition">About</a>
|
| 134 |
+
<a href="#experience" class="hover:text-indigo-600 transition">Experience</a>
|
| 135 |
+
<a href="#projects" class="hover:text-indigo-600 transition">Projects</a>
|
| 136 |
+
<a href="#contact" class="hover:text-indigo-600 transition">Contact</a>
|
| 137 |
+
</div>
|
| 138 |
+
<button class="md:hidden text-2xl" id="menu-btn">
|
| 139 |
+
<i class="fas fa-bars"></i>
|
| 140 |
+
</button>
|
| 141 |
+
</div>
|
| 142 |
+
|
| 143 |
+
<!-- Mobile menu -->
|
| 144 |
+
<div class="md:hidden hidden bg-white w-full py-4 px-6 shadow-md" id="mobile-menu">
|
| 145 |
+
<div class="flex flex-col space-y-4">
|
| 146 |
+
<a href="#home" class="hover:text-indigo-600 transition">Home</a>
|
| 147 |
+
<a href="#about" class="hover:text-indigo-600 transition">About</a>
|
| 148 |
+
<a href="#experience" class="hover:text-indigo-600 transition">Experience</a>
|
| 149 |
+
<a href="#projects" class="hover:text-indigo-600 transition">Projects</a>
|
| 150 |
+
<a href="#contact" class="hover:text-indigo-600 transition">Contact</a>
|
| 151 |
+
</div>
|
| 152 |
+
</div>
|
| 153 |
+
</nav>
|
| 154 |
+
|
| 155 |
+
<!-- Hero Section -->
|
| 156 |
+
<section id="home" class="min-h-screen flex items-center pt-20">
|
| 157 |
+
<div class="max-w-6xl mx-auto px-6 py-20 flex flex-col md:flex-row items-center">
|
| 158 |
+
<div class="md:w-1/2 mb-12 md:mb-0 fade-in">
|
| 159 |
+
<h1 class="text-4xl md:text-6xl font-bold mb-6">Hi, I'm <span class="gradient-text">Le Trong Hieu</span></h1>
|
| 160 |
+
<h2 class="text-2xl md:text-3xl font-semibold mb-6 text-gray-600">
|
| 161 |
+
<span class="aws-badge">AWS Certified Solutions Architect</span> & AI Tech Lead
|
| 162 |
+
</h2>
|
| 163 |
+
<p class="text-lg mb-8 text-gray-600 leading-relaxed">
|
| 164 |
+
AI Engineer with 4+ years of experience in computer vision, NLP, and cloud deployment.
|
| 165 |
+
Specializing in building end-to-end AI solutions with expertise in AWS and Google Cloud.
|
| 166 |
+
</p>
|
| 167 |
+
<div class="flex space-x-4">
|
| 168 |
+
<a href="#contact" class="bg-gradient-to-r from-indigo-500 to-purple-600 text-white px-6 py-3 rounded-full font-medium hover:shadow-lg transition">Contact Me</a>
|
| 169 |
+
<a href="#projects" class="border-2 border-indigo-500 text-indigo-500 px-6 py-3 rounded-full font-medium hover:bg-indigo-50 transition">View Projects</a>
|
| 170 |
+
</div>
|
| 171 |
+
|
| 172 |
+
<div class="mt-8 flex items-center">
|
| 173 |
+
<span class="mr-4 font-medium">Connect:</span>
|
| 174 |
+
<div class="flex space-x-4">
|
| 175 |
+
<a href="#" class="text-gray-600 hover:text-indigo-600 transition">
|
| 176 |
+
<i class="fab fa-linkedin text-xl"></i>
|
| 177 |
+
</a>
|
| 178 |
+
<a href="#" class="text-gray-600 hover:text-indigo-600 transition">
|
| 179 |
+
<i class="fab fa-kaggle text-xl"></i>
|
| 180 |
+
</a>
|
| 181 |
+
<a href="#" class="text-gray-600 hover:text-indigo-600 transition">
|
| 182 |
+
<i class="fab fa-github text-xl"></i>
|
| 183 |
+
</a>
|
| 184 |
+
</div>
|
| 185 |
+
</div>
|
| 186 |
+
</div>
|
| 187 |
+
<div class="md:w-1/2 flex justify-center fade-in">
|
| 188 |
+
<div class="relative">
|
| 189 |
+
<div class="w-64 h-64 md:w-80 md:h-80 rounded-full bg-gradient-to-r from-indigo-200 to-purple-200 flex items-center justify-center floating">
|
| 190 |
+
<img src="https://randomuser.me/api/portraits/men/44.jpg" alt="Profile" class="w-60 h-60 md:w-72 md:h-72 rounded-full object-cover border-4 border-white">
|
| 191 |
+
</div>
|
| 192 |
+
<div class="absolute -bottom-6 -right-6 bg-white p-4 rounded-full shadow-lg">
|
| 193 |
+
<div class="w-16 h-16 rounded-full bg-indigo-100 flex items-center justify-center">
|
| 194 |
+
<i class="fas fa-certificate text-2xl text-indigo-600"></i>
|
| 195 |
+
</div>
|
| 196 |
+
</div>
|
| 197 |
+
</div>
|
| 198 |
+
</div>
|
| 199 |
+
</div>
|
| 200 |
+
</section>
|
| 201 |
+
|
| 202 |
+
<!-- About Section -->
|
| 203 |
+
<section id="about" class="py-20 bg-white">
|
| 204 |
+
<div class="max-w-6xl mx-auto px-6">
|
| 205 |
+
<h2 class="text-3xl font-bold text-center mb-6">About <span class="gradient-text">Me</span></h2>
|
| 206 |
+
<div class="divider"></div>
|
| 207 |
+
|
| 208 |
+
<div class="flex flex-col md:flex-row items-center mt-12">
|
| 209 |
+
<div class="md:w-1/3 mb-8 md:mb-0 flex justify-center">
|
| 210 |
+
<img src="https://randomuser.me/api/portraits/men/44.jpg" alt="About" class="w-64 h-64 rounded-full object-cover border-8 border-indigo-100 shadow-lg">
|
| 211 |
+
</div>
|
| 212 |
+
<div class="md:w-2/3 md:pl-12">
|
| 213 |
+
<h3 class="text-2xl font-semibold mb-4">AI Tech Lead & Cloud Architect</h3>
|
| 214 |
+
<p class="text-gray-600 mb-6 leading-relaxed">
|
| 215 |
+
Experienced AI Engineer with expertise in computer vision, NLP, and cloud deployment.
|
| 216 |
+
AWS Certified Solutions Architect with hands-on experience in designing and implementing
|
| 217 |
+
scalable AI solutions on AWS and Google Cloud platforms.
|
| 218 |
+
</p>
|
| 219 |
+
<p class="text-gray-600 mb-6 leading-relaxed">
|
| 220 |
+
Passionate about solving complex problems with AI and optimizing cloud infrastructure
|
| 221 |
+
for machine learning workloads. Strong background in developing production-grade AI
|
| 222 |
+
applications with a focus on performance and scalability.
|
| 223 |
+
</p>
|
| 224 |
+
|
| 225 |
+
<div class="grid grid-cols-2 gap-4 mt-8">
|
| 226 |
+
<div class="flex items-center">
|
| 227 |
+
<div class="mr-4 text-indigo-500">
|
| 228 |
+
<i class="fas fa-phone-alt text-2xl"></i>
|
| 229 |
+
</div>
|
| 230 |
+
<div>
|
| 231 |
+
<h4 class="font-semibold">Phone</h4>
|
| 232 |
+
<p class="text-gray-600">(0379) 710 729</p>
|
| 233 |
+
</div>
|
| 234 |
+
</div>
|
| 235 |
+
<div class="flex items-center">
|
| 236 |
+
<div class="mr-4 text-indigo-500">
|
| 237 |
+
<i class="fas fa-envelope text-2xl"></i>
|
| 238 |
+
</div>
|
| 239 |
+
<div>
|
| 240 |
+
<h4 class="font-semibold">Email</h4>
|
| 241 |
+
<p class="text-gray-600">cc.tronghieu@gmail.com</p>
|
| 242 |
+
</div>
|
| 243 |
+
</div>
|
| 244 |
+
<div class="flex items-center">
|
| 245 |
+
<div class="mr-4 text-indigo-500">
|
| 246 |
+
<i class="fas fa-map-marker-alt text-2xl"></i>
|
| 247 |
+
</div>
|
| 248 |
+
<div>
|
| 249 |
+
<h4 class="font-semibold">Location</h4>
|
| 250 |
+
<p class="text-gray-600">Ha Noi, Vietnam</p>
|
| 251 |
+
</div>
|
| 252 |
+
</div>
|
| 253 |
+
<div class="flex items-center">
|
| 254 |
+
<div class="mr-4 text-indigo-500">
|
| 255 |
+
<i class="fas fa-certificate text-2xl"></i>
|
| 256 |
+
</div>
|
| 257 |
+
<div>
|
| 258 |
+
<h4 class="font-semibold">Certification</h4>
|
| 259 |
+
<p class="text-gray-600">AWS Solutions Architect</p>
|
| 260 |
+
</div>
|
| 261 |
+
</div>
|
| 262 |
+
</div>
|
| 263 |
+
</div>
|
| 264 |
+
</div>
|
| 265 |
+
</div>
|
| 266 |
+
</section>
|
| 267 |
+
|
| 268 |
+
<!-- Education Section -->
|
| 269 |
+
<section id="education" class="py-20 bg-gray-50">
|
| 270 |
+
<div class="max-w-6xl mx-auto px-6">
|
| 271 |
+
<h2 class="text-3xl font-bold text-center mb-6">Education & <span class="gradient-text">Certifications</span></h2>
|
| 272 |
+
<div class="divider"></div>
|
| 273 |
+
|
| 274 |
+
<div class="grid md:grid-cols-2 gap-8 mt-12">
|
| 275 |
+
<div class="bg-white p-8 rounded-xl shadow-sm">
|
| 276 |
+
<h3 class="text-2xl font-semibold mb-6">Education</h3>
|
| 277 |
+
|
| 278 |
+
<div class="timeline-item">
|
| 279 |
+
<div class="timeline-dot"></div>
|
| 280 |
+
<div class="bg-white p-6 rounded-lg border border-gray-200 shadow-sm">
|
| 281 |
+
<h4 class="font-bold text-lg">Bachelor of Science - Electronics and Telecommunication</h4>
|
| 282 |
+
<p class="text-gray-600 mb-2">Posts and Telecommunications Institute of Technology, Ha Noi</p>
|
| 283 |
+
<p class="text-gray-500 text-sm">2016 - 2020 | GPA: 7.2/10.0</p>
|
| 284 |
+
<div class="mt-3">
|
| 285 |
+
<span class="tech-tag">Data Structures</span>
|
| 286 |
+
<span class="tech-tag">Algorithms</span>
|
| 287 |
+
<span class="tech-tag">C++</span>
|
| 288 |
+
</div>
|
| 289 |
+
</div>
|
| 290 |
+
</div>
|
| 291 |
+
</div>
|
| 292 |
+
|
| 293 |
+
<div class="bg-white p-8 rounded-xl shadow-sm">
|
| 294 |
+
<h3 class="text-2xl font-semibold mb-6">Certifications</h3>
|
| 295 |
+
|
| 296 |
+
<div class="space-y-4">
|
| 297 |
+
<div class="flex items-start">
|
| 298 |
+
<div class="bg-indigo-100 p-3 rounded-full mr-4">
|
| 299 |
+
<i class="fas fa-certificate text-indigo-600"></i>
|
| 300 |
+
</div>
|
| 301 |
+
<div>
|
| 302 |
+
<h4 class="font-semibold">AWS Certified Solutions Architect – Associate</h4>
|
| 303 |
+
<p class="text-gray-600">2022</p>
|
| 304 |
+
</div>
|
| 305 |
+
</div>
|
| 306 |
+
|
| 307 |
+
<div class="flex items-start">
|
| 308 |
+
<div class="bg-indigo-100 p-3 rounded-full mr-4">
|
| 309 |
+
<i class="fas fa-language text-indigo-600"></i>
|
| 310 |
+
</div>
|
| 311 |
+
<div>
|
| 312 |
+
<h4 class="font-semibold">TOEIC English Certification</h4>
|
| 313 |
+
<p class="text-gray-600">Score: 645 | 2022</p>
|
| 314 |
+
</div>
|
| 315 |
+
</div>
|
| 316 |
+
|
| 317 |
+
<div class="flex items-start">
|
| 318 |
+
<div class="bg-indigo-100 p-3 rounded-full mr-4">
|
| 319 |
+
<i class="fas fa-trophy text-indigo-600"></i>
|
| 320 |
+
</div>
|
| 321 |
+
<div>
|
| 322 |
+
<h4 class="font-semibold">Kaggle Notebooks Master</h4>
|
| 323 |
+
<p class="text-gray-600">Highest Ranking: 356/210,000 | 2022</p>
|
| 324 |
+
</div>
|
| 325 |
+
</div>
|
| 326 |
+
</div>
|
| 327 |
+
</div>
|
| 328 |
+
</div>
|
| 329 |
+
</div>
|
| 330 |
+
</section>
|
| 331 |
+
|
| 332 |
+
<!-- Experience Section -->
|
| 333 |
+
<section id="experience" class="py-20 bg-white">
|
| 334 |
+
<div class="max-w-6xl mx-auto px-6">
|
| 335 |
+
<h2 class="text-3xl font-bold text-center mb-6">Work <span class="gradient-text">Experience</span></h2>
|
| 336 |
+
<div class="divider"></div>
|
| 337 |
+
|
| 338 |
+
<div class="mt-12">
|
| 339 |
+
<div class="timeline-item">
|
| 340 |
+
<div class="timeline-dot"></div>
|
| 341 |
+
<div class="bg-white p-6 rounded-lg border border-gray-200 shadow-sm">
|
| 342 |
+
<h4 class="font-bold text-lg">AI Engineer</h4>
|
| 343 |
+
<p class="text-gray-600 mb-2">HBLab — Ha Noi City, Viet Nam</p>
|
| 344 |
+
<p class="text-gray-500 text-sm">October 2019 – Present</p>
|
| 345 |
+
<ul class="mt-4 space-y-2 text-gray-600">
|
| 346 |
+
<li class="flex items-start">
|
| 347 |
+
<i class="fas fa-check text-indigo-500 mr-2 mt-1"></i>
|
| 348 |
+
<span>Proposed and developed AI features according to customer requirements</span>
|
| 349 |
+
</li>
|
| 350 |
+
<li class="flex items-start">
|
| 351 |
+
<i class="fas fa-check text-indigo-500 mr-2 mt-1"></i>
|
| 352 |
+
<span>Researched and developed new models (Text Detection and Text Recognition)</span>
|
| 353 |
+
</li>
|
| 354 |
+
<li class="flex items-start">
|
| 355 |
+
<i class="fas fa-check text-indigo-500 mr-2 mt-1"></i>
|
| 356 |
+
<span>Developed AI features and deployed on cloud services (AWS, Google Cloud)</span>
|
| 357 |
+
</li>
|
| 358 |
+
<li class="flex items-start">
|
| 359 |
+
<i class="fas fa-check text-indigo-500 mr-2 mt-1"></i>
|
| 360 |
+
<span>Designed systems and monitored apps on cloud services (AWS)</span>
|
| 361 |
+
</li>
|
| 362 |
+
</ul>
|
| 363 |
+
</div>
|
| 364 |
+
</div>
|
| 365 |
+
|
| 366 |
+
<div class="timeline-item">
|
| 367 |
+
<div class="timeline-dot"></div>
|
| 368 |
+
<div class="bg-white p-6 rounded-lg border border-gray-200 shadow-sm">
|
| 369 |
+
<h4 class="font-bold text-lg">AI Engineer - Remote (Freelancer)</h4>
|
| 370 |
+
<p class="text-gray-600 mb-2">WOWAI — New York City, USA</p>
|
| 371 |
+
<p class="text-gray-500 text-sm">March 2023 – May 2023</p>
|
| 372 |
+
<ul class="mt-4 space-y-2 text-gray-600">
|
| 373 |
+
<li class="flex items-start">
|
| 374 |
+
<i class="fas fa-check text-indigo-500 mr-2 mt-1"></i>
|
| 375 |
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<span>Proposed and developed AI features according to requirements</span>
|
| 376 |
+
</li>
|
| 377 |
+
<li class="flex items-start">
|
| 378 |
+
<i class="fas fa-check text-indigo-500 mr-2 mt-1"></i>
|
| 379 |
+
<span>Developed AI features and deployed on AWS cloud services</span>
|
| 380 |
+
</li>
|
| 381 |
+
</ul>
|
| 382 |
+
</div>
|
| 383 |
+
</div>
|
| 384 |
+
</div>
|
| 385 |
+
</div>
|
| 386 |
+
</section>
|
| 387 |
+
|
| 388 |
+
<!-- Skills Section -->
|
| 389 |
+
<section id="skills" class="py-20 bg-gray-50">
|
| 390 |
+
<div class="max-w-6xl mx-auto px-6">
|
| 391 |
+
<h2 class="text-3xl font-bold text-center mb-6">Technical <span class="gradient-text">Skills</span></h2>
|
| 392 |
+
<div class="divider"></div>
|
| 393 |
+
|
| 394 |
+
<div class="grid md:grid-cols-3 gap-8 mt-12">
|
| 395 |
+
<div class="bg-white p-6 rounded-xl shadow-sm">
|
| 396 |
+
<h3 class="text-xl font-semibold mb-4 flex items-center">
|
| 397 |
+
<i class="fas fa-code text-indigo-500 mr-2"></i>
|
| 398 |
+
Programming Languages
|
| 399 |
+
</h3>
|
| 400 |
+
<div class="space-y-3">
|
| 401 |
+
<div>
|
| 402 |
+
<div class="flex justify-between mb-1">
|
| 403 |
+
<span>Python</span>
|
| 404 |
+
<span class="text-gray-600">Expert</span>
|
| 405 |
+
</div>
|
| 406 |
+
<div class="w-full bg-gray-200 rounded-full h-2">
|
| 407 |
+
<div class="bg-indigo-600 h-2 rounded-full" style="width: 95%"></div>
|
| 408 |
+
</div>
|
| 409 |
+
</div>
|
| 410 |
+
<div>
|
| 411 |
+
<div class="flex justify-between mb-1">
|
| 412 |
+
<span>C++</span>
|
| 413 |
+
<span class="text-gray-600">Advanced</span>
|
| 414 |
+
</div>
|
| 415 |
+
<div class="w-full bg-gray-200 rounded-full h-2">
|
| 416 |
+
<div class="bg-indigo-600 h-2 rounded-full" style="width: 85%"></div>
|
| 417 |
+
</div>
|
| 418 |
+
</div>
|
| 419 |
+
<div>
|
| 420 |
+
<div class="flex justify-between mb-1">
|
| 421 |
+
<span>JavaScript</span>
|
| 422 |
+
<span class="text-gray-600">Intermediate</span>
|
| 423 |
+
</div>
|
| 424 |
+
<div class="w-full bg-gray-200 rounded-full h-2">
|
| 425 |
+
<div class="bg-indigo-600 h-2 rounded-full" style="width: 70%"></div>
|
| 426 |
+
</div>
|
| 427 |
+
</div>
|
| 428 |
+
</div>
|
| 429 |
+
</div>
|
| 430 |
+
|
| 431 |
+
<div class="bg-white p-6 rounded-xl shadow-sm">
|
| 432 |
+
<h3 class="text-xl font-semibold mb-4 flex items-center">
|
| 433 |
+
<i class="fas fa-brain text-indigo-500 mr-2"></i>
|
| 434 |
+
AI Frameworks
|
| 435 |
+
</h3>
|
| 436 |
+
<div class="flex flex-wrap gap-2">
|
| 437 |
+
<span class="tech-tag">PyTorch</span>
|
| 438 |
+
<span class="tech-tag">TensorFlow</span>
|
| 439 |
+
<span class="tech-tag">OpenCV</span>
|
| 440 |
+
<span class="tech-tag">Transformers</span>
|
| 441 |
+
<span class="tech-tag">YOLO</span>
|
| 442 |
+
<span class="tech-tag">Deeplab</span>
|
| 443 |
+
<span class="tech-tag">CycleGAN</span>
|
| 444 |
+
<span class="tech-tag">EfficientDet</span>
|
| 445 |
+
<span class="tech-tag">Torch-REID</span>
|
| 446 |
+
<span class="tech-tag">Faiss</span>
|
| 447 |
+
</div>
|
| 448 |
+
</div>
|
| 449 |
+
|
| 450 |
+
<div class="bg-white p-6 rounded-xl shadow-sm">
|
| 451 |
+
<h3 class="text-xl font-semibold mb-4 flex items-center">
|
| 452 |
+
<i class="fas fa-cloud text-indigo-500 mr-2"></i>
|
| 453 |
+
Cloud & DevOps
|
| 454 |
+
</h3>
|
| 455 |
+
<div class="flex flex-wrap gap-2">
|
| 456 |
+
<span class="tech-tag">AWS</span>
|
| 457 |
+
<span class="tech-tag">Google Cloud</span>
|
| 458 |
+
<span class="tech-tag">Docker</span>
|
| 459 |
+
<span class="tech-tag">Kubernetes</span>
|
| 460 |
+
<span class="tech-tag">Terraform</span>
|
| 461 |
+
<span class="tech-tag">CI/CD</span>
|
| 462 |
+
<span class="tech-tag">SageMaker</span>
|
| 463 |
+
<span class="tech-tag">Vertex AI</span>
|
| 464 |
+
<span class="tech-tag">EC2</span>
|
| 465 |
+
<span class="tech-tag">Lambda</span>
|
| 466 |
+
<span class="tech-tag">API Gateway</span>
|
| 467 |
+
<span class="tech-tag">Cloud Run</span>
|
| 468 |
+
</div>
|
| 469 |
+
</div>
|
| 470 |
+
</div>
|
| 471 |
+
</div>
|
| 472 |
+
</section>
|
| 473 |
+
|
| 474 |
+
<!-- Projects Section -->
|
| 475 |
+
<section id="projects" class="py-20 bg-white">
|
| 476 |
+
<div class="max-w-6xl mx-auto px-6">
|
| 477 |
+
<h2 class="text-3xl font-bold text-center mb-6">Featured <span class="gradient-text">Projects</span></h2>
|
| 478 |
+
<div class="divider"></div>
|
| 479 |
+
|
| 480 |
+
<div class="grid md:grid-cols-2 lg:grid-cols-3 gap-8 mt-12">
|
| 481 |
+
<!-- Project 1 -->
|
| 482 |
+
<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-sm hover:shadow-md transition">
|
| 483 |
+
<div class="h-48 bg-gradient-to-r from-indigo-100 to-purple-100 flex items-center justify-center">
|
| 484 |
+
<i class="fas fa-horse-head text-6xl text-indigo-500"></i>
|
| 485 |
+
</div>
|
| 486 |
+
<div class="p-6">
|
| 487 |
+
<h3 class="text-xl font-semibold mb-2">Horse Ranking Realtime</h3>
|
| 488 |
+
<p class="text-gray-600 mb-4">Real-time horse detection and tracking system for stadiums</p>
|
| 489 |
+
<div class="flex flex-wrap gap-2 mb-4">
|
| 490 |
+
<span class="tech-tag">YOLOv7</span>
|
| 491 |
+
<span class="tech-tag">Bytetrack</span>
|
| 492 |
+
<span class="tech-tag">Optical Flow</span>
|
| 493 |
+
<span class="tech-tag">Libtorch</span>
|
| 494 |
+
</div>
|
| 495 |
+
<a href="#" class="text-indigo-600 font-medium hover:text-indigo-800 transition">View Details →</a>
|
| 496 |
+
</div>
|
| 497 |
+
</div>
|
| 498 |
+
|
| 499 |
+
<!-- Project 2 -->
|
| 500 |
+
<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-sm hover:shadow-md transition">
|
| 501 |
+
<div class="h-48 bg-gradient-to-r from-blue-100 to-cyan-100 flex items-center justify-center">
|
| 502 |
+
<i class="fas fa-car-battery text-6xl text-blue-500"></i>
|
| 503 |
+
</div>
|
| 504 |
+
<div class="p-6">
|
| 505 |
+
<h3 class="text-xl font-semibold mb-2">Battery Health Check</h3>
|
| 506 |
+
<p class="text-gray-600 mb-4">Predictive maintenance system for car batteries</p>
|
| 507 |
+
<div class="flex flex-wrap gap-2 mb-4">
|
| 508 |
+
<span class="tech-tag">Prophet</span>
|
| 509 |
+
<span class="tech-tag">XGBoost</span>
|
| 510 |
+
<span class="tech-tag">CatBoost</span>
|
| 511 |
+
<span class="tech-tag">Azure</span>
|
| 512 |
+
</div>
|
| 513 |
+
<a href="#" class="text-blue-600 font-medium hover:text-blue-800 transition">View Details →</a>
|
| 514 |
+
</div>
|
| 515 |
+
</div>
|
| 516 |
+
|
| 517 |
+
<!-- Project 3 -->
|
| 518 |
+
<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-sm hover:shadow-md transition">
|
| 519 |
+
<div class="h-48 bg-gradient-to-r from-purple-100 to-pink-100 flex items-center justify-center">
|
| 520 |
+
<i class="fas fa-user-secret text-6xl text-purple-500"></i>
|
| 521 |
+
</div>
|
| 522 |
+
<div class="p-6">
|
| 523 |
+
<h3 class="text-xl font-semibold mb-2">Human Tracking Realtime</h3>
|
| 524 |
+
<p class="text-gray-600 mb-4">VIP identification and tracking system with face recognition</p>
|
| 525 |
+
<div class="flex flex-wrap gap-2 mb-4">
|
| 526 |
+
<span class="tech-tag">YOLOX</span>
|
| 527 |
+
<span class="tech-tag">Retina-Net</span>
|
| 528 |
+
<span class="tech-tag">Faiss</span>
|
| 529 |
+
<span class="tech-tag">Docker</span>
|
| 530 |
+
</div>
|
| 531 |
+
<a href="#" class="text-purple-600 font-medium hover:text-purple-800 transition">View Details →</a>
|
| 532 |
+
</div>
|
| 533 |
+
</div>
|
| 534 |
+
|
| 535 |
+
<!-- Project 4 -->
|
| 536 |
+
<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-sm hover:shadow-md transition">
|
| 537 |
+
<div class="h-48 bg-gradient-to-r from-green-100 to-teal-100 flex items-center justify-center">
|
| 538 |
+
<i class="fas fa-file-invoice-dollar text-6xl text-green-500"></i>
|
| 539 |
+
</div>
|
| 540 |
+
<div class="p-6">
|
| 541 |
+
<h3 class="text-xl font-semibold mb-2">Key Information Extraction</h3>
|
| 542 |
+
<p class="text-gray-600 mb-4">AI system for extracting structured data from invoices</p>
|
| 543 |
+
<div class="flex flex-wrap gap-2 mb-4">
|
| 544 |
+
<span class="tech-tag">DBNet</span>
|
| 545 |
+
<span class="tech-tag">Transformer</span>
|
| 546 |
+
<span class="tech-tag">UNet</span>
|
| 547 |
+
<span class="tech-tag">SDMG-R</span>
|
| 548 |
+
</div>
|
| 549 |
+
<a href="#" class="text-green-600 font-medium hover:text-green-800 transition">View Details →</a>
|
| 550 |
+
</div>
|
| 551 |
+
</div>
|
| 552 |
+
|
| 553 |
+
<!-- Project 5 -->
|
| 554 |
+
<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-sm hover:shadow-md transition">
|
| 555 |
+
<div class="h-48 bg-gradient-to-r from-yellow-100 to-orange-100 flex items-center justify-center">
|
| 556 |
+
<i class="fas fa-shoe-prints text-6xl text-yellow-500"></i>
|
| 557 |
+
</div>
|
| 558 |
+
<div class="p-6">
|
| 559 |
+
<h3 class="text-xl font-semibold mb-2">Sole Segmentation App</h3>
|
| 560 |
+
<p class="text-gray-600 mb-4">Footwear segmentation for e-commerce applications</p>
|
| 561 |
+
<div class="flex flex-wrap gap-2 mb-4">
|
| 562 |
+
<span class="tech-tag">Deeplab V3+</span>
|
| 563 |
+
<span class="tech-tag">HRNet</span>
|
| 564 |
+
<span class="tech-tag">SageMaker</span>
|
| 565 |
+
<span class="tech-tag">Torch-neuron</span>
|
| 566 |
+
</div>
|
| 567 |
+
<a href="#" class="text-yellow-600 font-medium hover:text-yellow-800 transition">View Details →</a>
|
| 568 |
+
</div>
|
| 569 |
+
</div>
|
| 570 |
+
|
| 571 |
+
<!-- Project 6 -->
|
| 572 |
+
<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-sm hover:shadow-md transition">
|
| 573 |
+
<div class="h-48 bg-gradient-to-r from-red-100 to-pink-100 flex items-center justify-center">
|
| 574 |
+
<i class="fas fa-exchange-alt text-6xl text-red-500"></i>
|
| 575 |
+
</div>
|
| 576 |
+
<div class="p-6">
|
| 577 |
+
<h3 class="text-xl font-semibold mb-2">DeepFake App</h3>
|
| 578 |
+
<p class="text-gray-600 mb-4">Face swapping application using GANs</p>
|
| 579 |
+
<div class="flex flex-wrap gap-2 mb-4">
|
| 580 |
+
<span class="tech-tag">GAN</span>
|
| 581 |
+
<span class="tech-tag">Face Landmark</span>
|
| 582 |
+
<span class="tech-tag">API Development</span>
|
| 583 |
+
<span class="tech-tag">Cloud Deployment</span>
|
| 584 |
+
</div>
|
| 585 |
+
<a href="#" class="text-red-600 font-medium hover:text-red-800 transition">View Details →</a>
|
| 586 |
+
</div>
|
| 587 |
+
</div>
|
| 588 |
+
</div>
|
| 589 |
+
|
| 590 |
+
<div class="text-center mt-12">
|
| 591 |
+
<a href="#" class="inline-block border-2 border-indigo-500 text-indigo-500 px-6 py-3 rounded-full font-medium hover:bg-indigo-50 transition">
|
| 592 |
+
View All Projects
|
| 593 |
+
</a>
|
| 594 |
+
</div>
|
| 595 |
+
</div>
|
| 596 |
+
</section>
|
| 597 |
+
|
| 598 |
+
<!-- Contact Section -->
|
| 599 |
+
<section id="contact" class="py-20 bg-gray-50">
|
| 600 |
+
<div class="max-w-6xl mx-auto px-6">
|
| 601 |
+
<h2 class="text-3xl font-bold text-center mb-6">Get In <span class="gradient-text">Touch</span></h2>
|
| 602 |
+
<div class="divider"></div>
|
| 603 |
+
|
| 604 |
+
<div class="flex flex-col md:flex-row mt-12 gap-12">
|
| 605 |
+
<div class="md:w-1/2">
|
| 606 |
+
<h3 class="text-2xl font-semibold mb-6">Contact Information</h3>
|
| 607 |
+
<p class="text-gray-600 mb-8">
|
| 608 |
+
Interested in discussing an AI project or need cloud architecture consulting?
|
| 609 |
+
Feel free to reach out via email or phone.
|
| 610 |
+
</p>
|
| 611 |
+
|
| 612 |
+
<div class="space-y-6">
|
| 613 |
+
<div class="flex items-start">
|
| 614 |
+
<div class="bg-indigo-100 p-3 rounded-full mr-4">
|
| 615 |
+
<i class="fas fa-map-marker-alt text-indigo-600"></i>
|
| 616 |
+
</div>
|
| 617 |
+
<div>
|
| 618 |
+
<h4 class="font-semibold">Location</h4>
|
| 619 |
+
<p class="text-gray-600">Ha Noi, Vietnam</p>
|
| 620 |
+
</div>
|
| 621 |
+
</div>
|
| 622 |
+
|
| 623 |
+
<div class="flex items-start">
|
| 624 |
+
<div class="bg-indigo-100 p-3 rounded-full mr-4">
|
| 625 |
+
<i class="fas fa-envelope text-indigo-600"></i>
|
| 626 |
+
</div>
|
| 627 |
+
<div>
|
| 628 |
+
<h4 class="font-semibold">Email</h4>
|
| 629 |
+
<p class="text-gray-600">cc.tronghieu@gmail.com</p>
|
| 630 |
+
</div>
|
| 631 |
+
</div>
|
| 632 |
+
|
| 633 |
+
<div class="flex items-start">
|
| 634 |
+
<div class="bg-indigo-100 p-3 rounded-full mr-4">
|
| 635 |
+
<i class="fas fa-phone-alt text-indigo-600"></i>
|
| 636 |
+
</div>
|
| 637 |
+
<div>
|
| 638 |
+
<h4 class="font-semibold">Phone</h4>
|
| 639 |
+
<p class="text-gray-600">(0379) 710 729</p>
|
| 640 |
+
</div>
|
| 641 |
+
</div>
|
| 642 |
+
</div>
|
| 643 |
+
|
| 644 |
+
<div class="mt-8">
|
| 645 |
+
<h4 class="font-semibold mb-4">Professional Profiles</h4>
|
| 646 |
+
<div class="flex space-x-4">
|
| 647 |
+
<a href="#" class="bg-indigo-100 w-10 h-10 rounded-full flex items-center justify-center text-indigo-600 hover:bg-indigo-200 transition">
|
| 648 |
+
<i class="fab fa-linkedin-in"></i>
|
| 649 |
+
</a>
|
| 650 |
+
<a href="#" class="bg-indigo-100 w-10 h-10 rounded-full flex items-center justify-center text-indigo-600 hover:bg-indigo-200 transition">
|
| 651 |
+
<i class="fab fa-kaggle"></i>
|
| 652 |
+
</a>
|
| 653 |
+
<a href="#" class="bg-indigo-100 w-10 h-10 rounded-full flex items-center justify-center text-indigo-600 hover:bg-indigo-200 transition">
|
| 654 |
+
<i class="fab fa-github"></i>
|
| 655 |
+
</a>
|
| 656 |
+
</div>
|
| 657 |
+
</div>
|
| 658 |
+
</div>
|
| 659 |
+
|
| 660 |
+
<div class="md:w-1/2">
|
| 661 |
+
<form class="bg-white p-8 rounded-xl shadow-sm">
|
| 662 |
+
<div class="mb-6">
|
| 663 |
+
<label for="name" class="block font-medium mb-2">Your Name</label>
|
| 664 |
+
<input type="text" id="name" class="w-full px-4 py-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-indigo-500 focus:border-indigo-500 outline-none transition">
|
| 665 |
+
</div>
|
| 666 |
+
|
| 667 |
+
<div class="mb-6">
|
| 668 |
+
<label for="email" class="block font-medium mb-2">Your Email</label>
|
| 669 |
+
<input type="email" id="email" class="w-full px-4 py-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-indigo-500 focus:border-indigo-500 outline-none transition">
|
| 670 |
+
</div>
|
| 671 |
+
|
| 672 |
+
<div class="mb-6">
|
| 673 |
+
<label for="subject" class="block font-medium mb-2">Subject</label>
|
| 674 |
+
<input type="text" id="subject" class="w-full px-4 py-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-indigo-500 focus:border-indigo-500 outline-none transition">
|
| 675 |
+
</div>
|
| 676 |
+
|
| 677 |
+
<div class="mb-6">
|
| 678 |
+
<label for="message" class="block font-medium mb-2">Message</label>
|
| 679 |
+
<textarea id="message" rows="5" class="w-full px-4 py-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-indigo-500 focus:border-indigo-500 outline-none transition"></textarea>
|
| 680 |
+
</div>
|
| 681 |
+
|
| 682 |
+
<button type="submit" class="w-full bg-gradient-to-r from-indigo-500 to-purple-600 text-white px-6 py-3 rounded-lg font-medium hover:shadow-lg transition">
|
| 683 |
+
Send Message
|
| 684 |
+
</button>
|
| 685 |
+
</form>
|
| 686 |
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</div>
|
| 687 |
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</div>
|
| 688 |
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</div>
|
| 689 |
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</section>
|
| 690 |
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|
| 691 |
+
<!-- Footer -->
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<a href="#" class="text-2xl font-bold gradient-text">Le Trong Hieu</a>
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<p class="text-gray-400 mt-2">AI Tech Lead & AWS Certified Solutions Architect</p>
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<p class="text-gray-400 mb-4 md:mb-0">© 2023 Le Trong Hieu. All rights reserved.</p>
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<a href="#projects" class="text-gray-400 hover:text-white transition">Projects</a>
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<p style="border-radius: 8px; text-align: center; font-size: 12px; color: #fff; margin-top: 16px;position: fixed; left: 8px; bottom: 8px; z-index: 10; background: rgba(0, 0, 0, 0.8); padding: 4px 8px;">Made with <img src="https://enzostvs-deepsite.hf.space/logo.svg" alt="DeepSite Logo" style="width: 16px; height: 16px; vertical-align: middle;display:inline-block;margin-right:3px;filter:brightness(0) invert(1);"><a href="https://enzostvs-deepsite.hf.space" style="color: #fff;text-decoration: underline;" target="_blank" >DeepSite</a> - 🧬 <a href="https://enzostvs-deepsite.hf.space?remix=backtracking/portfolio" style="color: #fff;text-decoration: underline;" target="_blank" >Remix</a></p></body>
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sửa lại một chút: tôi là techlead về AI với 6 năm kinh nghiệm cũng là AWS SA, thêm 2 ngôn ngữ là anh và việt.
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đây là CV của tôi : Le Trong Hieu (0379)-710-729 cc.tronghieu@gmail.com Linkedin Kaggle Education Bachelors of Science - Electronics and Telecommunication (7.2/10.0) 2020 Posts and Telecommunications Institute of Technology, Ha Noi City, Viet Nam Relevant Coursework Computer Science: Data Structures, Algorithms, C++ Experience HBLab — Ha Noi City, Viet Nam - AI Engineer October 2019 – Now • Proposal and develop AI features according to customer requirements. • Maintains developed features and updates new features. • Writes documentation for developed features. • Update new knowledge in the field of AI. • Research and develop new models (mainly Text Detection and Text Recognition) • Develop AI features and deploy on cloud service (AWS, Google Cloud) • System Design and monitoring app on cloud service (AWS) WOWAI — New York City, USA - AI Engineer - Remote (Freelancer) March 2023 – May 2023 • Proposal and develop AI features according to requirements. • Develop AI features and deploy on cloud service (AWS) Skills Programming Languages: Python, C++, and JavaScript Framework: Pytorch, OpenCV Operating Systems: Linux/Unix system, Windows Software: Pycharm, Visual Code Projects Horse Ranking Realtime November 2023 - Now - Team • Use YoloV7 and Bytetrack (BotSort) for horse detection and horse tracking in the stadium. Optimized pre-process and post-process to reduce image processing time • Use optical flow to stabilize the frame when the camera shakes • Fine-tune Re-ID model (Torch-REID) when overlapping horses • Find the horse’s position using perspective transform • Convert weight YOLOV7 pytorch to Libtorch (C++) github Battery Health Check August 2023 - September 2023 - Indivisual • Use Prophet, XGBoost, CatBoost to predict when to replace the battery in a car • Finetune and Ensemble 3 models for best results • Deploy model to predict daily Voltage price on Azuze Cloud Human Tracking Realtime March 2023 - September 2023 - Team • Use YoloX and Bytetrack (BotSort) for people detection and store commuter tracking. Optimized pre-process and post-process to reduce image processing time • Use Retina-Net to detect faces, modified code to allow training model with custom data without landmark • Implement age-gender estimator from paper • Use face recognition and Faiss to identify people in the VIP or Black list • Build docker image that runs on multiple OS (Windows, Ubuntu, Rocky) DeepFake App June 2023 - July 2023 - Indivisual • Deploy an app that swaps faces into an existing video • Face Detection, Face Landmark for crop face image • Use GAN for swapping 2 face • Write API and deploy AI model with Cloud Remove fog in images May 2023 - June 2023 - Indivisual • Use Cycle Gan to sharpen images with fog images • Implement code from this paper (https://arxiv.org/pdf/1805.05308.pdf) • Write API and deploy AI model with Cloud Convert Code Python to C++ (OpenCV) April 2023 - May 2023 - Team • Convert code OpenCV python to c++ to run on mobile devices C++ Optimization February 2023 - March 2023 - Team • Algorithm optimization to speed up AI Engine runtime. Extract Information from Health Certificate September 2022 - March 2023 - Individual • Using YOLO V7 for table extraction. • Using Text Detection and Text Recognition to extract text in the table: - Text Detection model is developed based on DBNet but gives higher accuracy and less inference time. - Self-developed Text Recognition model according to transformer architecture with rectangular image size. - Generate synthetic data for OCR • Write logic for extracting key-value in table • Build Docker image for deploying AI features Cost Optimization June 2022 - September 2022 - Individual • Based on the actual situation, propose a cost-effective solution, and use offline API with vertex AI (Google Cloud). • Re-write API code using Gunicorn • Using Google Cloud Storage for store data • Write Dockerfile for building docker image and upload the image to Google Container Registry • Write Config for CI/CD with Cloud Run (Google Cloud) Key Information Extraction from Invoice January 2022 - June 2022 - Individual • Using Text Detection and Text Recognition to extract text in the invoice • Using UNet for feature extraction - Extract feature from an image containing text (output from Text Detection) • Implement SDMG-R for key information extraction - Using features extracted from UNet combined with results from normalized OCR to build a Graph Convolution Network model for extracting key-value information • Deploy API with AWS EC2 and serving with AWS API Gateway Sole Segmentation App (app info) June 2021 - January 2022 - Team • AI Feature - Write a tool for crawler data - Using OpenCV for processing image - Training Segmentation model Deeplab V3+ with SOTA backbone (HRNet) • Backend - Convert model format to torch-neuron to deploy the model to amazon Sagemaker (AWS EC2 Inf1) - Setting the system including VPC, Sagemaker, RDS, API Gateway, Lambda, Event Bridge, Cloud- Front, Cloud Watch, ... - Setting CI/CD with Codecommit, ECR, ECS - Setting Auto Scale EC2 instances, monitoring and alert with Grafana - Schedule to automatically update data (Event Bridge, Lambda, RDS) - Setting WAF Human Temperature Identification May 2021 - June 2021 - Individual • Using YOLO V5 for object detection. • Text Recognition to extract text in the object • Convert pytorch model to ONNX Airbag Segmentation April 2021 - May 2021 - Team • Using Deeplab v3 to extract airbag in an accident Remove object background April 2021 - May 2021 - Individual • AI Feature - Using edge detection (Deep Learning) to detect the edge of an object - Using OpenCV to smooth the edges of the object • Backend - Deploy AI Feature with AWS EC2 - Using Lambda and API Gateway for serving API - Write Terraform code for setting AWS Environment Predict player stats in baseball game October 2020 - April 2021 - Team • EDA and ETL tabular data • Build model with machine learning algorithms (XGBoost, CatBoost, ...) • Integrate AI model into mobile application Real estate recommendation System April 2020 - October 2020 - Team • Collect data from the website • EDA and ETL tabular data • Build a hybrid recommendation system with Content-based Filtering and Collaborative Filtering • Integrate AI model into web application Contributor VinBigData Chest X-ray Abnormalities Detection (Kaggle) 2020 - Individual • Anchor Boxes Analysis using K-Means (Kaggle) • Smart data split (train/eval) for Object Detection (Kaggle) • Bounding Boxes Optimization (Kaggle) • Training and Inference with EfficientDet Global Wheat Detection (Kaggle) 2020 - Individual • Training and Inference with YOLO V5 • Using Weighted Box Fusion instead of Non-maximum Suppression to optimize accuracy • Using Pseudo labeling technique Traffic Light Detection (ZALO AI) 2021 - Individual • Using YOLO V5 for detection • Implement algorithms to increase accuracy with small objects (Image Tiling, ...) Motorbike Generator (ZALO AI) 2019 - Individual • Using K-Mean for clustering motorbike • Implement DCGan to generate motorbike Awards Kaggle Notebook Master (Highest Ranking 356 / 210.000) 2022 Top 5 ZALO AI Challenge 2019 First Prize ICPC PTIT Tier 2 2018 Certification AWS Certified Solutions Architect – Associate 2022 Toeic 645 2022
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