rohan-portfolio / index.html
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Energy Forecasting on Databricks
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<title>Rohan Bagulwar | Data Scientist & AI Engineer</title>
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<span class="text-xl font-bold gradient-text">Rohan Bagulwar</span>
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<a href="#about" class="text-gray-700 hover:text-blue-600 transition">About</a>
<a href="#experience" class="text-gray-700 hover:text-blue-600 transition">Experience</a>
<a href="#projects" class="text-gray-700 hover:text-blue-600 transition">Projects</a>
<a href="#skills" class="text-gray-700 hover:text-blue-600 transition">Skills</a>
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<a href="#about" class="text-gray-700 hover:text-blue-600 transition py-2">About</a>
<a href="#experience" class="text-gray-700 hover:text-blue-600 transition py-2">Experience</a>
<a href="#projects" class="text-gray-700 hover:text-blue-600 transition py-2">Projects</a>
<a href="#skills" class="text-gray-700 hover:text-blue-600 transition py-2">Skills</a>
<a href="#contact" class="text-gray-700 hover:text-blue-600 transition py-2">Contact</a>
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<!-- Hero Section -->
<section class="py-20 px-4 sm:px-6 lg:px-8 max-w-6xl mx-auto">
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<h1 class="text-4xl md:text-5xl font-bold mb-4">Hi, I'm <span class="gradient-text">Rohan Bagulwar</span></h1>
<h2 class="text-xl md:text-2xl text-gray-600 mb-6">Data Scientist & AI Engineer | MS in Computational Data Science @ UF</h2>
<p class="text-lg text-gray-700 max-w-3xl mx-auto mb-8">
Building AI-driven solutions with 3+ years of experience in Generative AI, Machine Learning, MLOps, and Computer Vision across Energy, Legal AI, Finance, and Healthcare.
</p>
<div class="flex justify-center space-x-4">
<a href="#contact" class="px-6 py-3 bg-blue-600 text-white rounded-lg hover:bg-blue-700 transition">Get in Touch</a>
<a href="#projects" class="px-6 py-3 border border-blue-600 text-blue-600 rounded-lg hover:bg-blue-50 transition">View Projects</a>
</div>
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</section>
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<style>
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#projects .grid {
grid-template-columns: repeat(3, minmax(0, 1fr));
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<!-- About Section -->
<section id="about" class="py-16 px-4 sm:px-6 lg:px-8 max-w-6xl mx-auto bg-white rounded-xl shadow-sm">
<div class="mb-8 text-center" data-aos="fade-up">
<h2 class="text-3xl font-bold mb-2">About Me</h2>
<div class="w-20 h-1 bg-gradient-to-r from-blue-500 to-purple-500 mx-auto"></div>
</div>
<div class="grid md:grid-cols-2 gap-8">
<div data-aos="fade-right">
<h3 class="text-xl font-semibold mb-4">Education</h3>
<div class="space-y-4">
<div class="border-l-4 border-blue-500 pl-4 py-1">
<h4 class="font-medium">University of Florida</h4>
<p class="text-gray-600">Master's in Computational Data Science</p>
<p class="text-sm text-gray-500">2023 - Present</p>
</div>
</div>
<h3 class="text-xl font-semibold mt-8 mb-4">Certifications</h3>
<ul class="space-y-2">
<li class="flex items-start">
<i data-feather="check-circle" class="text-green-500 mr-2 mt-1"></i>
<span>Microsoft Certified: Azure Solution Architect</span>
</li>
<li class="flex items-start">
<i data-feather="check-circle" class="text-green-500 mr-2 mt-1"></i>
<span>Databricks Gen-AI Engineer</span>
</li>
<li class="flex items-start">
<i data-feather="check-circle" class="text-green-500 mr-2 mt-1"></i>
<span>DeepLearning.AI TensorFlow Developer</span>
</li>
</ul>
</div>
<div data-aos="fade-left">
<h3 class="text-xl font-semibold mb-4">Research & Innovation</h3>
<div class="space-y-4">
<div class="border-l-4 border-purple-500 pl-4 py-1">
<h4 class="font-medium">Patented COVID Assistant Chatbot</h4>
<p class="text-gray-600">Developed in Marathi language using Facebook BlenderBot</p>
</div>
<div class="border-l-4 border-purple-500 pl-4 py-1">
<h4 class="font-medium">Healthcare AI Research</h4>
<p class="text-gray-600">Delirium detection in ICU patients using LLaMA-based models</p>
</div>
<div class="border-l-4 border-purple-500 pl-4 py-1">
<h4 class="font-medium">Legal RAG Chatbots</h4>
<p class="text-gray-600">Published research on retrieval-augmented generation for legal applications</p>
</div>
</div>
</div>
</div>
</section>
<!-- Experience Section -->
<section id="experience" class="py-16 px-4 sm:px-6 lg:px-8 max-w-6xl mx-auto">
<div class="mb-8 text-center" data-aos="fade-up">
<h2 class="text-3xl font-bold mb-2">Professional Experience</h2>
<div class="w-20 h-1 bg-gradient-to-r from-blue-500 to-purple-500 mx-auto"></div>
</div>
<div class="space-y-8">
<!-- Experience 1 -->
<div class="bg-white p-6 rounded-xl shadow-sm" data-aos="fade-up">
<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
<h3 class="text-xl font-semibold">Volunteer ML Researcher – I-Heal Lab</h3>
<span class="text-blue-600 font-medium">University of Florida | 2023 - Present</span>
</div>
<ul class="space-y-2 text-gray-700">
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Working on delirium detection in ICU patients using U.S. healthcare data</span>
</li>
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Fine-tuning LLaMA-based models with LoRA/QLoRA for classification tasks</span>
</li>
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Advancing healthcare AI solutions using Hugging Face Transformers</span>
</li>
</ul>
</div>
<!-- Experience 2 -->
<div class="bg-white p-6 rounded-xl shadow-sm" data-aos="fade-up">
<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
<h3 class="text-xl font-semibold">Associate Data Scientist</h3>
<span class="text-blue-600 font-medium">Celebal Technologies | Jun 2023 - Jun 2025</span>
</div>
<ul class="space-y-2 text-gray-700">
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Developed and deployed AI/ML models for energy, manufacturing, and finance clients</span>
</li>
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Built LLM pipelines (RAG chatbots, fine-tuning LLaMA, embeddings search)</span>
</li>
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Designed computer vision systems for car damage detection and industrial safety</span>
</li>
</ul>
</div>
<!-- Experience 3 -->
<div class="bg-white p-6 rounded-xl shadow-sm" data-aos="fade-up">
<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
<h3 class="text-xl font-semibold">Software Engineer - Computer Vision</h3>
<span class="text-blue-600 font-medium">Zestiot Technologies | Sep 2022 - Nov 2022</span>
</div>
<ul class="space-y-2 text-gray-700">
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Designed object detection pipeline for manufacturing live cameras, deployed on local infrastructure and Jetson Nano edge devices</span>
</li>
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Managed end-to-end deployment and monitoring for resilient computer vision services across distributed edge deployments</span>
</li>
</ul>
</div>
<!-- Experience 4 -->
<div class="bg-white p-6 rounded-xl shadow-sm" data-aos="fade-up">
<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
<h3 class="text-xl font-semibold">Junior Data Scientist</h3>
<span class="text-blue-600 font-medium">iNeuron.ai | Sep 2021 - Aug 2022</span>
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<ul class="space-y-2 text-gray-700">
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Worked on classical ML, time series forecasting, and MLOps PoCs for various client projects</span>
</li>
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Explored new MLOps tools and implemented proof of concepts around ML lifecycle management</span>
</li>
<li class="flex items-start">
<i data-feather="chevron-right" class="text-blue-500 mr-2 mt-1"></i>
<span>Resolved 150+ weekly data science queries from model development to deployment</span>
</li>
</ul>
</div>
</div>
</section>
<!-- Projects Section -->
<section id="projects" class="py-16 px-4 sm:px-6 lg:px-8 max-w-6xl mx-auto bg-white rounded-xl shadow-sm">
<div class="mb-8 text-center" data-aos="fade-up">
<h2 class="text-3xl font-bold mb-2">Featured Projects</h2>
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<div class="grid md:grid-cols-2 gap-8">
<!-- Project 1 -->
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<div class="flex items-center mb-4">
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<i data-feather="eye" class="text-blue-600"></i>
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<h3 class="text-xl font-semibold">Vision analytics</h3>
</div>
<p class="text-gray-700 mb-4">
Computer vision solution for car garages that detects dents and damages from video using YOLOv8 + GPT, deployed on Azure AKS with automated cost estimation.
</p>
<div class="flex flex-wrap gap-2">
<span class="px-3 py-1 bg-blue-100 text-blue-800 text-sm rounded-full">Computer Vision</span>
<span class="px-3 py-1 bg-blue-100 text-blue-800 text-sm rounded-full">YOLOv8</span>
<span class="px-3 py-1 bg-blue-100 text-blue-800 text-sm rounded-full">Azure AKS</span>
</div>
</div>
<!-- Project 2 -->
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<div class="flex items-center mb-4">
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<i data-feather="zap" class="text-purple-600"></i>
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<h3 class="text-xl font-semibold">Energy Analytics</h3>
</div>
<p class="text-gray-700 mb-4">
Electric Transformer load forecasting and anomaly detection using large-scale utility data, improving energy planning and reducing costs.
</p>
<div class="flex flex-wrap gap-2">
<span class="px-3 py-1 bg-purple-100 text-purple-800 text-sm rounded-full">Time Series</span>
<span class="px-3 py-1 bg-purple-100 text-purple-800 text-sm rounded-full">Forecasting</span>
<span class="px-3 py-1 bg-purple-100 text-purple-800 text-sm rounded-full">Anomaly Detection</span>
</div>
</div>
<!-- Project 3 -->
<div class="border border-gray-200 rounded-lg p-6 hover:shadow-md transition" data-aos="fade-up">
<div class="flex items-center mb-4">
<div class="bg-green-100 p-3 rounded-full mr-4">
<i data-feather="message-square" class="text-green-600"></i>
</div>
<h3 class="text-xl font-semibold">Finance RAG Chatbot</h3>
</div>
<p class="text-gray-700 mb-4">
Voice-enabled RAG chatbot for financial documents with speech-to-speech capability, deployed on Azure with FastAPI backend and AI Search.
</p>
<div class="flex flex-wrap gap-2">
<span class="px-3 py-1 bg-green-100 text-green-800 text-sm rounded-full">LLMs</span>
<span class="px-3 py-1 bg-green-100 text-green-800 text-sm rounded-full">RAG</span>
<span class="px-3 py-1 bg-green-100 text-green-800 text-sm rounded-full">Azure</span>
</div>
</div>
<!-- Project 4 -->
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<div class="flex items-center mb-4">
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<i data-feather="shield" class="text-red-600"></i>
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<h3 class="text-xl font-semibold">Industrial Safety System</h3>
</div>
<p class="text-gray-700 mb-4">
Real-time safety detection system for manufacturing plants using custom YOLO models to detect PPE compliance and hazard zones.
</p>
<div class="flex flex-wrap gap-2">
<span class="px-3 py-1 bg-red-100 text-red-800 text-sm rounded-full">YOLO</span>
<span class="px-3 py-1 bg-red-100 text-red-800 text-sm rounded-full">Real-time</span>
<span class="px-3 py-1 bg-red-100 text-red-800 text-sm rounded-full">Azure</span>
</div>
</div>
<!-- Project 5 -->
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<div class="flex items-center mb-4">
<div class="bg-yellow-100 p-3 rounded-full mr-4">
<i data-feather="zap" class="text-yellow-600"></i>
</div>
<h3 class="text-xl font-semibold">Energy Forecasting on Databricks</h3>
</div>
<p class="text-gray-700 mb-4">
End-to-end energy forecasting solution handling 400TB+ data, implementing LSTM/ARIMA models to predict transformer load and optimize grid operations.
</p>
<div class="flex flex-wrap gap-2">
<span class="px-3 py-1 bg-yellow-100 text-yellow-800 text-sm rounded-full">Databricks</span>
<span class="px-3 py-1 bg-yellow-100 text-yellow-800 text-sm rounded-full">Time Series</span>
<span class="px-3 py-1 bg-yellow-100 text-yellow-800 text-sm rounded-full">LSTM</span>
</div>
</div>
<!-- Project 6 -->
<div class="border border-gray-200 rounded-lg p-6 hover:shadow-md transition" data-aos="fade-up">
<div class="flex items-center mb-4">
<div class="bg-indigo-100 p-3 rounded-full mr-4">
<i data-feather="dollar-sign" class="text-indigo-600"></i>
</div>
<h3 class="text-xl font-semibold">Agentic RAG for Finance</h3>
</div>
<p class="text-gray-700 mb-4">
Multi-agent RAG solution for financial institutions with document parsing, semantic chunking, and specialized agents for compliance and query answering.
</p>
<div class="flex flex-wrap gap-2">
<span class="px-3 py-1 bg-indigo-100 text-indigo-800 text-sm rounded-full">RAG</span>
<span class="px-3 py-1 bg-indigo-100 text-indigo-800 text-sm rounded-full">LangChain</span>
<span class="px-3 py-1 bg-indigo-100 text-indigo-800 text-sm rounded-full">Azure</span>
</div>
</div>
</div>
</section>
<!-- Skills Section -->
<section id="skills" class="py-16 px-4 sm:px-6 lg:px-8 max-w-6xl mx-auto">
<div class="mb-8 text-center" data-aos="fade-up">
<h2 class="text-3xl font-bold mb-2">Technical Skills</h2>
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</div>
<div class="grid md:grid-cols-3 gap-6">
<!-- Cloud & MLOps -->
<div class="bg-white p-6 rounded-xl shadow-sm" data-aos="fade-up">
<h3 class="text-xl font-semibold mb-4 flex items-center">
<i data-feather="cloud" class="mr-2 text-blue-500"></i> Cloud & MLOps
</h3>
<div class="flex flex-wrap gap-2">
<span class="skill-pill px-3 py-1 bg-blue-100 text-blue-800 rounded-full">AWS (Bedrock, S3, Lambda)</span>
<span class="skill-pill px-3 py-1 bg-blue-100 text-blue-800 rounded-full">Azure (AKS, Cosmos DB)</span>
<span class="skill-pill px-3 py-1 bg-blue-100 text-blue-800 rounded-full">GCP</span>
<span class="skill-pill px-3 py-1 bg-blue-100 text-blue-800 rounded-full">Databricks</span>
<span class="skill-pill px-3 py-1 bg-blue-100 text-blue-800 rounded-full">FastAPI</span>
<span class="skill-pill px-3 py-1 bg-blue-100 text-blue-800 rounded-full">Docker</span>
<span class="skill-pill px-3 py-1 bg-blue-100 text-blue-800 rounded-full">CI/CD</span>
</div>
</div>
<!-- ML/DL -->
<div class="bg-white p-6 rounded-xl shadow-sm" data-aos="fade-up">
<h3 class="text-xl font-semibold mb-4 flex items-center">
<i data-feather="cpu" class="mr-2 text-purple-500"></i> ML/DL
</h3>
<div class="flex flex-wrap gap-2">
<span class="skill-pill px-3 py-1 bg-purple-100 text-purple-800 rounded-full">Scikit-learn</span>
<span class="skill-pill px-3 py-1 bg-purple-100 text-purple-800 rounded-full">TensorFlow</span>
<span class="skill-pill px-3 py-1 bg-purple-100 text-purple-800 rounded-full">PyTorch</span>
<span class="skill-pill px-3 py-1 bg-purple-100 text-purple-800 rounded-full">XGBoost</span>
<span class="skill-pill px-3 py-1 bg-purple-100 text-purple-800 rounded-full">LSTM</span>
<span class="skill-pill px-3 py-1 bg-purple-100 text-purple-800 rounded-full">YOLOv8</span>
<span class="skill-pill px-3 py-1 bg-purple-100 text-purple-800 rounded-full">Hugging Face</span>
</div>
</div>
<!-- LLMs & GenAI -->
<div class="bg-white p-6 rounded-xl shadow-sm" data-aos="fade-up">
<h3 class="text-xl font-semibold mb-4 flex items-center">
<i data-feather="activity" class="mr-2 text-green-500"></i> LLMs & GenAI
</h3>
<div class="flex flex-wrap gap-2">
<span class="skill-pill px-3 py-1 bg-green-100 text-green-800 rounded-full">RAG Pipelines</span>
<span class="skill-pill px-3 py-1 bg-green-100 text-green-800 rounded-full">LLaMA Fine-tuning</span>
<span class="skill-pill px-3 py-1 bg-green-100 text-green-800 rounded-full">OpenAI GPT</span>
<span class="skill-pill px-3 py-1 bg-green-100 text-green-800 rounded-full">Vector DBs</span>
<span class="skill-pill px-3 py-1 bg-green-100 text-green-800 rounded-full">LoRA/QLoRA</span>
<span class="skill-pill px-3 py-1 bg-green-100 text-green-800 rounded-full">Embeddings</span>
</div>
</div>
</div>
</section>
<!-- Contact Section -->
<section id="contact" class="py-16 px-4 sm:px-6 lg:px-8 max-w-6xl mx-auto bg-white rounded-xl shadow-sm">
<div class="mb-8 text-center" data-aos="fade-up">
<h2 class="text-3xl font-bold mb-2">Get In Touch</h2>
<div class="w-20 h-1 bg-gradient-to-r from-blue-500 to-purple-500 mx-auto"></div>
<p class="text-gray-600 mt-4 max-w-2xl mx-auto">
Have a project in mind or want to discuss potential opportunities? Feel free to reach out!
</p>
</div>
<div class="grid md:grid-cols-2 gap-8">
<div data-aos="fade-right">
<div class="space-y-6">
<div class="flex items-start">
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<i data-feather="mail" class="text-blue-600"></i>
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<div>
<h3 class="font-semibold text-lg">Email</h3>
<a href="mailto:rohanbagulwarrb@gmail.com" class="text-gray-600 hover:text-blue-600 transition">rohanbagulwarrb@gmail.com</a>
</div>
</div>
<div class="flex items-start">
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<i data-feather="phone" class="text-purple-600"></i>
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<h3 class="font-semibold text-lg">Phone</h3>
<a href="tel:+13523286709" class="text-gray-600 hover:text-purple-600 transition">+1 (352) 328-6709</a>
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</div>
<div class="flex items-start">
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<i data-feather="github" class="text-green-600"></i>
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<div>
<h3 class="font-semibold text-lg">GitHub</h3>
<a href="https://github.com/rohanbagulwar" target="_blank" class="text-gray-600 hover:text-green-600 transition">github.com/rohanbagulwar</a>
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<div class="flex items-start">
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<i data-feather="linkedin" class="text-white"></i>
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<div>
<h3 class="font-semibold text-lg">LinkedIn</h3>
<a href="https://linkedin.com/in/rohan-bagulwar" target="_blank" class="text-gray-600 hover:text-blue-700 transition">linkedin.com/in/rohan-bagulwar</a>
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<label for="name" class="block text-sm font-medium text-gray-700">Name</label>
<input type="text" id="name" class="mt-1 block w-full px-3 py-2 border border-gray-300 rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500">
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<div>
<label for="email" class="block text-sm font-medium text-gray-700">Email</label>
<input type="email" id="email" class="mt-1 block w-full px-3 py-2 border border-gray-300 rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500">
</div>
<div>
<label for="message" class="block text-sm font-medium text-gray-700">Message</label>
<textarea id="message" rows="4" class="mt-1 block w-full px-3 py-2 border border-gray-300 rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500"></textarea>
</div>
<button type="submit" class="w-full px-6 py-3 bg-gradient-to-r from-blue-600 to-purple-600 text-white rounded-lg hover:from-blue-700 hover:to-purple-700 transition">
Send Message
</button>
</form>
</div>
</div>
</section>
<!-- Footer -->
<footer class="py-8 px-4 sm:px-6 lg:px-8 max-w-6xl mx-auto text-center">
<p class="text-gray-600">
&copy; <span id="year"></span> Rohan Bagulwar. All rights reserved.
</p>
</footer>
</div>
<script>
AOS.init();
feather.replace();
document.getElementById('year').textContent = new Date().getFullYear();
// Mobile menu toggle
const menuBtn = document.getElementById('menu-btn');
const mobileMenu = document.getElementById('mobile-menu');
menuBtn.addEventListener('click', () => {
mobileMenu.classList.toggle('hidden');
});
</script>
</body>
</html>