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| <h1 class="text-xl font-bold">Abhishek Srivastava</h1> | |
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| <h1 class="text-4xl md:text-5xl font-bold text-gray-800 mb-4">Senior AI Research Scientist</h1> | |
| <h2 class="text-2xl md:text-3xl text-indigo-600 mb-4">GenAI & NLP Expert | ML Engineer</h2> | |
| <p class="text-gray-600 text-lg mb-6"> | |
| AI/ML Engineer with 8+ years of experience in developing & deploying scalable AI/ML solutions, | |
| specializing in Generative AI, NLP, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG). | |
| </p> | |
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| <span>LinkedIn</span> | |
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| Contact Me | |
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| <span class="text-sm font-medium">Hyderabad, India</span> | |
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| </section> | |
| <!-- Experience Section --> | |
| <section id="experience" class="py-12 bg-gray-50"> | |
| <div class="max-w-6xl mx-auto px-4"> | |
| <h2 class="text-3xl font-bold text-gray-800 mb-2 text-center">Professional Experience</h2> | |
| <p class="text-gray-600 text-center mb-12">8+ years of impactful AI/ML contributions</p> | |
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| <!-- ServiceNow --> | |
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| <div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4"> | |
| <h3 class="text-xl font-bold text-gray-800">Senior Applied Research Scientist/Engineer</h3> | |
| <span class="text-indigo-600 font-medium">March 2024 - Present</span> | |
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| <span>ServiceNow, Hyderabad, India</span> | |
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| <!-- <span>Fine-tuned embedding models using open-source datasets and evaluated performance on internal data.</span> --> | |
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| <!-- <span>Developed a session-based Doc2QnA system leveraging ColPali, Vision-Language Models (GPT-4o Mini, LLaMA 3.2 Vision).</span> --> | |
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| <span>Working on Enterprise RAG Pipeline consisting of Retrieval, Reranker and LLMs.</span> | |
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| <span>Built a Multi-Modal Document Parser capable of handling infographic-rich PDFs, DOCs, PPTs.</span> | |
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| </ul> | |
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| <div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4"> | |
| <h3 class="text-xl font-bold text-gray-800">Tech Lead</h3> | |
| <span class="text-indigo-600 font-medium">Sep 2021 - Mar 2024</span> | |
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| <span>Zenon.ai, Noida, India</span> | |
| </div> | |
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| <div class="flex-shrink-0 mt-1 mr-2 text-indigo-600"> | |
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| <span>Developed a smart training material generation platform using Generative AI models.</span> | |
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| <span>Produced potential savings of over $1.00 MM per year with AI-powered Contract Analytics solutions.</span> | |
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| <span>Optimized model inference pipeline, reducing inference time by 90%.</span> | |
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| <h3 class="text-xl font-bold text-gray-800">ML Engineer</h3> | |
| <span class="text-indigo-600 font-medium">Aug 2019 - Aug 2021</span> | |
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| <div class="flex items-center text-gray-600 mb-4"> | |
| <i class="fas fa-building mr-2"></i> | |
| <span>Telus International (Innovation Labs), Noida, India</span> | |
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| <span>Increased CSAT by 92% with auto-ticket classification and issue-specific responses.</span> | |
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| <span>Decreased response time for user issues by 60% with topic modeling on inbound emails.</span> | |
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| <span>Implemented a contextual search engine using BERT and Elasticsearch supporting over 5 languages.</span> | |
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| <!-- TCS --> | |
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| <div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4"> | |
| <h3 class="text-xl font-bold text-gray-800">Data Scientist</h3> | |
| <span class="text-indigo-600 font-medium">Jan 2017 - Aug 2019</span> | |
| </div> | |
| <div class="flex items-center text-gray-600 mb-4"> | |
| <i class="fas fa-building mr-2"></i> | |
| <span>Tata Consultancy Services, Pune, India</span> | |
| </div> | |
| <ul class="space-y-3"> | |
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| <div class="flex-shrink-0 mt-1 mr-2 text-indigo-600"> | |
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| <span>Enhanced datacenter deployment delay predictions using logistic regression.</span> | |
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| <div class="flex-shrink-0 mt-1 mr-2 text-indigo-600"> | |
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| <span>Developed clustering-based models on RFM analysis to group customers using K-means clustering.</span> | |
| </li> | |
| </ul> | |
| </div> | |
| </div> | |
| </div> | |
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| </div> | |
| </section> | |
| <!-- Skills Section --> | |
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| <div class="max-w-6xl mx-auto px-4"> | |
| <h2 class="text-3xl font-bold text-gray-800 mb-2 text-center">Technical Skills</h2> | |
| <p class="text-gray-600 text-center mb-8">Comprehensive expertise across AI/ML domains</p> | |
| <div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6"> | |
| <!-- AI/ML Skills --> | |
| <div class="bg-gray-50 p-6 rounded-xl border border-gray-200 hover-grow"> | |
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| <div class="w-12 h-12 rounded-full bg-indigo-100 text-indigo-600 flex items-center justify-center mr-4"> | |
| <i class="fas fa-robot text-xl"></i> | |
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| <h3 class="text-xl font-bold text-gray-800">AI/ML Expertise</h3> | |
| </div> | |
| <div class="flex flex-wrap gap-2"> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Generative AI</span> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">LLMs</span> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Transformers</span> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">BERT</span> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">GPT</span> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">RAG</span> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Fine-tuning</span> | |
| <span class="skill-pill bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Embeddings</span> | |
| </div> | |
| </div> | |
| <!-- NLP Skills --> | |
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| <i class="fas fa-language text-xl"></i> | |
| </div> | |
| <h3 class="text-xl font-bold text-gray-800">NLP & Libraries</h3> | |
| </div> | |
| <div class="flex flex-wrap gap-2"> | |
| <span class="skill-pill bg-green-100 text-green-800 px-3 py-1 rounded-full text-sm">NLP</span> | |
| <span class="skill-pill bg-green-100 text-green-800 px-3 py-1 rounded-full text-sm">Langchain</span> | |
| <span class="skill-pill bg-green-100 text-green-800 px-3 py-1 rounded-full text-sm">Llama-Index</span> | |
| <span class="skill-pill bg-green-100 text-green-800 px-3 py-1 rounded-full text-sm">HuggingFace</span> | |
| <span class="skill-pill bg-green-100 text-green-800 px-3 py-1 rounded-full text-sm">Sentence Transformers</span> | |
| <span class="skill-pill bg-green-100 text-green-800 px-3 py-1 rounded-full text-sm">NER</span> | |
| <span class="skill-pill bg-green-100 text-green-800 px-3 py-1 rounded-full text-sm">Topic Modeling</span> | |
| </div> | |
| </div> | |
| <!-- Tech Stack --> | |
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| <i class="fas fa-code text-xl"></i> | |
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| <h3 class="text-xl font-bold text-gray-800">Tech Stack</h3> | |
| </div> | |
| <div class="flex flex-wrap gap-2"> | |
| <span class="skill-pill bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">PyTorch</span> | |
| <span class="skill-pill bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">TensorFlow</span> | |
| <span class="skill-pill bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">FastAPI</span> | |
| <span class="skill-pill bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">Flask</span> | |
| <span class="skill-pill bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">Docker</span> | |
| <span class="skill-pill bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">Kubernetes</span> | |
| <span class="skill-pill bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">Airflow</span> | |
| </div> | |
| </div> | |
| <!-- Databases --> | |
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| <i class="fas fa-database text-xl"></i> | |
| </div> | |
| <h3 class="text-xl font-bold text-gray-800">Databases & Search</h3> | |
| </div> | |
| <div class="flex flex-wrap gap-2"> | |
| <span class="skill-pill bg-yellow-100 text-yellow-800 px-3 py-1 rounded-full text-sm">SQL</span> | |
| <span class="skill-pill bg-yellow-100 text-yellow-800 px-3 py-1 rounded-full text-sm">Elasticsearch</span> | |
| <span class="skill-pill bg-yellow-100 text-yellow-800 px-3 py-1 rounded-full text-sm">Vector DBs</span> | |
| <span class="skill-pill bg-yellow-100 text-yellow-800 px-3 py-1 rounded-full text-sm">Knowledge Graphs</span> | |
| <span class="skill-pill bg-yellow-100 text-yellow-800 px-3 py-1 rounded-full text-sm">Triton Inference</span> | |
| </div> | |
| </div> | |
| <!-- Cloud --> | |
| <div class="bg-gray-50 p-6 rounded-xl border border-gray-200 hover-grow"> | |
| <div class="flex items-center mb-4"> | |
| <div class="w-12 h-12 rounded-full bg-red-100 text-red-600 flex items-center justify-center mr-4"> | |
| <i class="fas fa-cloud text-xl"></i> | |
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| <h3 class="text-xl font-bold text-gray-800">Cloud & MLOps</h3> | |
| </div> | |
| <div class="flex flex-wrap gap-2"> | |
| <span class="skill-pill bg-red-100 text-red-800 px-3 py-1 rounded-full text-sm">AWS</span> | |
| <span class="skill-pill bg-red-100 text-red-800 px-3 py-1 rounded-full text-sm">GCP</span> | |
| <span class="skill-pill bg-red-100 text-red-800 px-3 py-1 rounded-full text-sm">Azure</span> | |
| <span class="skill-pill bg-red-100 text-red-800 px-3 py-1 rounded-full text-sm">MLflow</span> | |
| <span class="skill-pill bg-red-100 text-red-800 px-3 py-1 rounded-full text-sm">CI/CD</span> | |
| <span class="skill-pill bg-red-100 text-red-800 px-3 py-1 rounded-full text-sm">MLOps</span> | |
| </div> | |
| </div> | |
| <!-- Other --> | |
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| <i class="fas fa-cogs text-xl"></i> | |
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| <h3 class="text-xl font-bold text-gray-800">Other Skills</h3> | |
| </div> | |
| <div class="flex flex-wrap gap-2"> | |
| <span class="skill-pill bg-pink-100 text-pink-800 px-3 py-1 rounded-full text-sm">Computer Vision</span> | |
| <span class="skill-pill bg-pink-100 text-pink-800 px-3 py-1 rounded-full text-sm">OCR</span> | |
| <span class="skill-pill bg-pink-100 text-pink-800 px-3 py-1 rounded-full text-sm">Tesseract</span> | |
| <span class="skill-pill bg-pink-100 text-pink-800 px-3 py-1 rounded-full text-sm">Feature Engineering</span> | |
| <span class="skill-pill bg-pink-100 text-pink-800 px-3 py-1 rounded-full text-sm">Reranking</span> | |
| <span class="skill-pill bg-pink-100 text-pink-800 px-3 py-1 rounded-full text-sm">Search</span> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </section> | |
| <!-- Education Section --> | |
| <section id="education" class="py-12 bg-gray-50"> | |
| <div class="max-w-6xl mx-auto px-4"> | |
| <h2 class="text-3xl font-bold text-gray-800 mb-8 text-center">Education</h2> | |
| <div class="grid md:grid-cols-2 gap-8"> | |
| <!-- M.Tech --> | |
| <div class="bg-white p-6 rounded-xl shadow-md border border-gray-100 hover-grow"> | |
| <div class="flex items-center mb-4"> | |
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| </div> | |
| <div> | |
| <h3 class="text-xl font-bold text-gray-800">M.Tech (CFD and Heat Transfer)</h3> | |
| <p class="text-gray-600">NIT Hamirpur</p> | |
| </div> | |
| </div> | |
| <div class="flex items-center text-gray-600"> | |
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| <span>June 2014 - June 2016</span> | |
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| </div> | |
| <!-- B.Tech --> | |
| <div class="bg-white p-6 rounded-xl shadow-md border border-gray-100 hover-grow"> | |
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| <div> | |
| <h3 class="text-xl font-bold text-gray-800">B.Tech (Mechanical Engineering)</h3> | |
| <p class="text-gray-600">JSSATE Noida</p> | |
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| <span>June 2009 - June 2013</span> | |
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| <p class="text-gray-600 text-center mb-8">Let's collaborate on AI/ML projects</p> | |
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| <span class="font-bold">Abhishek Srivastava</span> | |
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| © 2024 Abhishek Srivastava. All rights reserved. | |
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