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Nirmitk Tripathii@nktthegreat86691
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India
3+ years of experience
About me
Professional Summary AI/ML Software Engineer with 3+ years of experience building production-grade AI systems. I specialize in bridging the gap between cutting-edge ML research and functional enterprise applications, with expertise in multi-agent pipelines, multimodal RAG, and computer vision. Frameworks: LangGraph, PyTorch, LangChain, FastAPI, and Streamlit. Architectures: RAG (Naive, LightRAG, VideoRAG), Transformers, and CNNs. Data & MLOps: FAISS, Neo4j, MongoDB, Weights & Biases, and Azure OCR. Key Projects & Experience Agentic AI & LLMs DIGEST: Developed an agentic event-discovery chatbot using LangGraph and LangChain to manage the full B2B transaction lifecycle. IKS Oracle: Engineered a Knowledge Graph-based RAG system for Indian Knowledge Systems using Neo4j. Computer Vision & Multimodal RAG SOP CHATBOT: Architected a VideoRAG pipeline utilizing ImageBind and Gemini to transform screen recordings into structured Standard Operating Procedures. Action Anticipation: Conducted research on temporal action anticipation using SoTA models like FUTR and T-DEED. NLP & Speech Processing LegalGPT: Built a RAG pipeline for Indian case law research and contract analysis. Multilingual Tools: Developed a 22-language translation portal and a Hindi ASR portal using Conformer-CTC. Sports Analytics SoccerNet 2026 Challenge: Currently competing in ball action anticipation. xG Model: Trained an Expected Goals model achieving 89.77% accuracy. Professional Experience AI/ML Software Engineer | Chetu India Leading the development of scalable enterprise AI solutions. Project Lead | BLU PARROT Led multimodal regression and legal AI initiatives.
