Open to new opportunities

Hi, I'm Nirmit K. Tripathii AI / ML Engineer & Researcher

Building production-grade AI systems — agentic LLM pipelines, multimodal RAG, sports video analytics, and legal AI. 3+ years of hands-on ML engineering.

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Years Experience

10+

AI Projects Shipped

Indic Languages

SoccerNet

2026 Challenge

Who I am

About Me

I'm a certified AI/ML Engineer with a M.Tech in Modeling & Simulation and 3+ years of industry experience building intelligent systems across NLP, LLMs, multimodal ML, and agentic AI.

My work spans production deployments at Chetu India and BLU PARROT — including an agentic event-commerce chatbot, a Video-to-SOP multimodal pipeline, legal AI for Indian law, sports action anticipation research, and a participant in the SoccerNet 2026 Challenge.

Currently at Chetu India as AI/ML Software Engineer.

Machine LearningRandom Forests, XGBoost, SVM, Clustering, Regression, Classification
NLP & LLMsRAG variants, LangChain, LangGraph, Fine-tuning, ASR, NMT, Summarization
Deep Learning & VisionCNNs, Transformers, Video Understanding, ImageBind, FUTR, T-DEED
Agentic AILangGraph StateGraph, Multi-node agents, Tool use, LangSmith observability

AI/ML Software EngineerChetu India · Apr 2025 – Present
AI/ML EngineerBLU PARROT · Jan 2024 – Apr 2025
Subject Matter Expert: AI/MLHouse of Coutons · Nov 2023 – Jan 2024
AI/ML ProgrammerHRBOTICS · Apr 2022 – Mar 2023
Football Data AnalystBoomer 11 · Nov 2021 – Mar 2022

M.Tech — Modeling & SimulationSavitribai Phule Pune University · 2019–2022
B.Tech — Electrical EngineeringPandit Deendayal Petroleum University · 2014–2018

What I do

Core Competencies

From classical ML to cutting-edge multimodal AI — built and shipped in production.

Agentic AI & LLMs

LangGraph multi-node agents, RAG variants (Naive/LightRAG/CRAG/VideoRAG), LangSmith tracing, OpenAI & Gemini APIs, FastAPI.

Deep Learning & Vision

CNNs, Transformers, VideoRAG, ImageBind multimodal embeddings, OpenCV, FUTR anticipation models, T-DEED temporal spotting.

NLP & Speech

BERT variants (InLegalBERT, XLM-RoBERTa, IndicBERT), FasterWhisper ASR, multilingual NMT, text classification, summarization.

Data & MLOps

FAISS, HNSWLib, Neo4j, NetworkX, HuggingFace, W&B, Python scraping, Azure OCR, data engineering pipelines.

Sports AI

Expected Goals (xG) modelling (89.77% accuracy), FAANTRA ball action anticipation, SoccerNet 2026 Challenge participant, pass network analysis.

Legal AI

LegalGPT: case summarization, 150+ contract types classification, compliance AI, Opennyai, InCaseLawBERT fine-tuning.

Where I've worked

Experience

Building AI that ships — from startup chaos to enterprise scale.

Chetu IndiaApr 2025 – Present

AI/ML Software Engineer

Built DIGEST — agentic LangGraph chatbot for event discovery & ticket commerce with full Automatiq B2B transaction lifecycle.

Architected SOP CHATBOT — multimodal VideoRAG pipeline converting screen-recorded workflows to structured SOPs via ImageBind, Gemini & LangSmith.

Built IKS Oracle (Gyanstrot) — RAG-powered AI system for Indian Knowledge Systems, enabling semantic querying of Vedic & ancient Indian texts.

BLU PARROTJan 2024 – Apr 2025

AI/ML Engineer

LegalGPT — full RAG pipeline for Indian legal research, contract analysis (150+ types), and compliance checking.

Hindi ASR portal with SoTA Conformer-CTC + Gemini NLP call summarization.

22-language Indic translation portal (IndicBERT + Indic-TransV2).

Promoted to Project Lead for UK real-estate multimodal regression model.

HRBOTICSApr 2022 – Mar 2023

AI/ML Programmer

Multi-threaded Python scrapers for NCR commercial data and automated LinkedIn hiring workflows via Selenium + BeautifulSoup.

BOOMER 11Nov 2021 – Mar 2022

Football Data Analyst

Expected Goals (xG) model with 89.77% accuracy using RF Classifier — published research paper.

What I've built

Featured Projects

Production systems, research implementations, and ML experiments.

RAGLangGraphSanskrit NLPIKS

IKS Oracle — Gyanstrot

AI-powered Indian Knowledge System oracle enabling semantic querying of Vedic texts, Upanishads, and ancient Indian manuscripts using multilingual RAG & graph-based retrieval.

View Repo → Live Demo

Deep LearningPyTorchComputer Vision

Plant Disease Classification

CNN-based mobile diagnostic tool for identifying crop diseases in real-time. Achieved 98% accuracy on the PlantVillage dataset.

View Repo → Live Demo

MLXGBoostHeatmap

Football Analytics — xG Model

Interactive Expected Goals (xG) simulator with pitch-mapping and heatmap visualization. Evaluates scoring probability in real-time.

View Repo → Try Simulator

NLPSBERTSkill Gap

AI Resume Matcher

Advanced semantic matching engine using Sentence-Transformers. Features skill extraction and gap analysis for job applications.

View Repo → Analyze Resume

APIProxyThrottled

Global Weather Dashboard

Real-time weather tracking with a secure proxy layer. Implements global rate limiting and intelligent caching to manage API quotas.

View Repo → Check Weather

Sports AIPythonStreamlitWorld Cup

VAEP Football Action Valuation

Interactive dashboard for valuing football actions using the VAEP framework. Analyzes match events across Top 5 European Leagues and World Cup 2018 to rank players and visualize goal-scoring sequences.

View Repo → Live App