Nirmitk Tripathii
About Candidate
Nirmit K. Tripathii
Certified AI/ML Engineer with an M.Tech in Modeling & Simulation and 3+ years of industry experience building production-grade intelligent systems across agentic AI, LLMs, multimodal ML, NLP, speech, computer vision, legal AI and sports analytics.
I build intelligent systems that move from research ideas to working products. My work spans agentic LLM orchestration, RAG, multimodal pipelines, speech and video ML, legal AI, civic technology and sports analytics.
Most recently I worked as an AI/ML Software Engineer at Chetu India, building production systems including an event-commerce agent, a multimodal Video-to-SOP pipeline and IKS Oracle. Previously at BLU PARROT, I worked on LegalGPT, Hindi ASR, multilingual Indic translation and multimodal regression.
I am now available for freelance, consulting and research collaboration, with full-time availability from September 2026.
Multimodal AINLPComputer Vision
MLOpsSports AILegal AI
A compact view of the technical areas I actively build in.
Agentic AI & LLMs
LangGraph, multi-node agents, tool use, RAG variants, LangSmith, OpenAI & Gemini APIs, FastAPI.
Deep Learning & Vision
CNNs, Transformers, VideoRAG, ImageBind, OpenCV, temporal action spotting and anticipation.
NLP & Speech
BERT variants, Indic models, ASR, multilingual NMT, summarization, classification and speech pipelines.
Data & MLOps
FAISS, HNSWLib, Neo4j, NetworkX, Hugging Face, W&B, scraping and data-engineering workflows.
Sports AI
xG, VAEP, football action valuation, anticipation research, player/event analytics and SoccerNet work.
Legal AI
RAG for Indian legal research, contract classification, compliance workflows and legal-domain fine-tuning.
Flagship systems first. The complete portfolio remains one click away.
AI Resume Matcher
Semantic resume-to-job matching engine with skill extraction and gap analysis using Sentence-Transformers.
Football Analytics · xG Model
Expected Goals simulator with pitch mapping, heatmaps and scoring-probability estimation from shot events.
Hands-on demos and deployed model experiences.
Gyanstrot
Semantic search and graph exploration across Indian Knowledge System sources.
Football Action Valuation
Interactive football event valuation and analytics dashboard.
AI Compatibility Matcher
Semantic resume and job-description matching with skill-gap analysis.
All Models & Spaces
Browse the complete collection of deployed models, datasets and live apps.
Selected engineering work across production, startup and research environments.
AI/ML Software Engineer
Apr 2025 – Jun 2026
- Built DIGEST, an agentic event-commerce chatbot with LangGraph and full transaction lifecycle integration.
- Architected a multimodal Video-to-SOP pipeline using ImageBind, Gemini and LangSmith.
- Built IKS Oracle, a RAG-powered system for Indian Knowledge Systems.
AI/ML Engineer
Jan 2024 – Apr 2025
- Built LegalGPT for Indian legal research, contract classification and compliance workflows.
- Developed Hindi ASR and a 22-language Indic translation portal.
- Led a UK real-estate multimodal regression project.
AI/ML Programmer
Apr 2022 – Mar 2023
- Built multithreaded Python scrapers and automated LinkedIn hiring workflows using Selenium and BeautifulSoup.
Football Data Analyst
Nov 2021 – Mar 2022
- Built an Expected Goals model using Random Forest and contributed to published football analytics research.
Engineering notes covering the systems behind the portfolio.
Teaching an LLM to Fit Its Mouth
Isochrony, QLoRA and a production-oriented dubbing pipeline.
One Inbox, Three Mailboxes, Zero New APIs
Multi-provider email orchestration through a unified MCP surface.
Predicting What Happens Next in Football Video
Action anticipation, temporal reasoning and SoccerNet work.