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<title>Sovit Ranjan Rath - AI Engineer Resume</title>
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<h1 class="text-4xl md:text-5xl font-bold mb-2">Sovit Ranjan Rath</h1>
<h2 class="text-2xl md:text-3xl text-primary font-semibold mb-4">Generative AI & Computer Vision Engineer</h2>
<p class="text-lg mb-6">Bridging cutting-edge AI research with real-world applications through technical leadership and education.</p>
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<a href="mailto:sovitrath5@gmail.com" class="flex items-center text-white hover:text-primary transition">
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<span class="relative z-10">Professional Summary</span>
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<p class="text-lg leading-relaxed">
Generative AI & Computer Vision Engineer with 2+ years of experience building multimodal AI systems (LLMs/VLMs, RAG) and 3 years experience in Deep Learning based computer vision. Authored 340+ technical articles and courses bridging cutting-edge research with real-world applications. Passionate about deploying generative AI to accelerate creative workflows in gaming.
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<span class="relative z-10">Core Skills</span>
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<!-- Skill Category 1 -->
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<h3 class="text-xl font-semibold mb-4 text-primary">Generative AI</h3>
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<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">LLMs (Phi, Whisper)</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">Vision-Language Models</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">RAG Systems</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">Image Generation</span>
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<h3 class="text-xl font-semibold mb-4 text-primary">Frameworks</h3>
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<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">PyTorch</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">TensorFlow</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">Hugging Face</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">LangChain</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">ONNX</span>
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<h3 class="text-xl font-semibold mb-4 text-primary">Technical Domains</h3>
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<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">Multimodal AI</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">Computer Vision</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">Model Optimization</span>
<span class="skill-badge bg-dark text-white px-3 py-1 rounded-full text-sm">Agentic Workflows</span>
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<span class="relative z-10">Professional Experience</span>
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<!-- Experience 1 -->
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<h3 class="text-xl font-bold">Indegene — Lead SWE (GenAI & LLMs)</h3>
<span class="text-primary font-semibold">Apr 2025 – Present</span>
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<ul class="list-disc pl-5 space-y-2">
<li>Slashed API costs by 98.2% by optimizing in-memory context from 2M to 36k tokens.</li>
<li>Architected an agentic workflow enabling code execution and dynamic UI visualization (graphs/charts) for healthcare solutions.</li>
<li>Built tools for real-time data interaction using generative AI.</li>
<li>Built MCP (Model Context Protocol) server for Excel reasoning integrated with GPT and Claude APIs.</li>
<li>Converted existing FastAPI server architecture to MCP server for enhanced AI agent capabilities.</li>
</ul>
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<!-- Experience 2 -->
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<h3 class="text-xl font-bold">OpenCV University — Technical Lead, AI Education</h3>
<span class="text-primary font-semibold">Feb 2021 – Apr 2025</span>
</div>
<ul class="list-disc pl-5 space-y-2">
<li>Led development of 4+ courses on deep learning and computer vision, used by developers and engineers globally.</li>
<li>Engineered multimodal RAG pipelines (text/vision/audio) and demo apps for CLIP-based semantic search and Whisper transcription.</li>
<li>Collaborated with product/marketing teams to align AI education with industry needs.</li>
</ul>
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<!-- Experience 3 -->
<div class="timeline-item relative">
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<h3 class="text-xl font-bold">DebuggerCafe.com — Author & Consultant</h3>
<span class="text-primary font-semibold">2020 – Present</span>
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<ul class="list-disc pl-5 space-y-2">
<li>Published 340+ tutorials on generative AI, RAG, and computer vision with reproducible code.</li>
<li>Designed quantized CV models for low-compute environments and real-time video analysis pipelines.</li>
</ul>
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<!-- Key Projects -->
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<h2 class="text-3xl font-bold mb-6 relative inline-block">
<span class="relative z-10">Key Projects</span>
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<div class="grid grid-cols-1 md:grid-cols-2 gap-6">
<!-- Project 1 -->
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<div class="bg-primary text-white p-4">
<h3 class="text-xl font-bold">Multimodal AI Library</h3>
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<div class="p-6">
<p>Integrated CLIP, SAM, and Molmo for NLP-guided image segmentation.</p>
</div>
</div>
<!-- Project 2 -->
<div class="bg-white rounded-lg shadow-lg overflow-hidden">
<div class="bg-primary text-white p-4">
<h3 class="text-xl font-bold">Local RAG System</h3>
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<div class="p-6">
<p>Built a Python-based Q&A tool using Sentence Transformers + Phi and custom vector search.</p>
</div>
</div>
<!-- Project 3 -->
<div class="bg-white rounded-lg shadow-lg overflow-hidden">
<div class="bg-primary text-white p-4">
<h3 class="text-xl font-bold">Vision Transformers Library</h3>
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<p>Created pip-installable ViT/Swin/DETR implementations.</p>
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<!-- Project 4 -->
<div class="bg-white rounded-lg shadow-lg overflow-hidden">
<div class="bg-primary text-white p-4">
<h3 class="text-xl font-bold">Object Detection Toolkit</h3>
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<div class="p-6">
<p>Developed modular training scripts for Faster RCNN (PyTorch).</p>
</div>
</div>
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</section>
<!-- Education -->
<section class="mb-16">
<h2 class="text-3xl font-bold mb-6 relative inline-block">
<span class="relative z-10">Education</span>
<span class="absolute bottom-0 left-0 w-full h-2 bg-primary opacity-30 z-0"></span>
</h2>
<div class="bg-white rounded-lg shadow-lg p-6">
<div class="flex flex-col md:flex-row justify-between items-start md:items-center">
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<h3 class="text-xl font-bold">B.Tech, Information Technology</h3>
<p class="text-gray-600">2016-2020</p>
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<div class="mt-2 md:mt-0">
<span class="bg-primary text-white px-4 py-2 rounded-full font-semibold">CGPA: 8.61/10</span>
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</div>
</div>
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<!-- Technical Presence -->
<section>
<h2 class="text-3xl font-bold mb-6 relative inline-block">
<span class="relative z-10">Technical Presence</span>
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</h2>
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<ul class="list-disc pl-5 space-y-2">
<li>340+ Articles on LLMs, VLMs, generative AI, and deep learning (DebuggerCafe.com).</li>
<li>Open Source: GitHub repositories for RAG, vision transformers, and AI tools.</li>
</ul>
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<h2 class="text-2xl font-bold">Sovit Ranjan Rath</h2>
<p class="text-primary">Generative AI & Computer Vision Engineer</p>
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<p>© 2023 Sovit Ranjan Rath. All rights reserved.</p>
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