Shubham Kumar profile photo 1 on Tal

Shubham Kumar

AI/ML Engineer specializing in RAG, LLM Fine-Tuning & Multi-Agent Systems | DS @ EliteFit.AI | IIT Kharagpur

Bangalore Urban

1+ year of work experience

EliteFit.AI
Jun 20251 yr 2 mosJul 2026

Singapore

Indian School of Business
Aug 20235 mosDec 2023

Hyderabad

Fortuncore Technologies
Jul 20235 mosNov 2023

Indian Institute of Technology (Banaras Hindu University), Varanasi
Jun 20232 mosJul 2023

Varanasi

Alpha Alternatives
Jun 20232 mosJul 2023

Mumbai

Shubham’s AI Stack

antigravity
antigravity
claude code
claude code
langgraph
langgraph
mcp
mcp
DSPy
DSPy
vLLM
vLLM

Education

Indian Institute of Technology, Kharagpur

Dual Degree, Metallurgical and Materials Engineering

Indian Institute of Technology, Kharagpur

20205 yrs2025

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Headline

AI/ML Engineer specializing in RAG, LLM Fine-Tuning & Multi-Agent Systems | DS @ EliteFit.AI | IIT Kharagpur

About

I'm a Machine Learning/AI engineer who builds intelligent, data-driven systems across Computer Vision, NLP/LLM, and Generative AI — and ships them into production, not just notebooks. At EliteFit.AI, I built the CV pipeline behind a live fitness app: BlazePose-based pose estimation, a cosine-similarity + DTW scoring engine for real-time form grading, and a Random Forest model that filters bad lighting conditions before they corrupt tracking. Earlier, I fine-tuned multilingual transformers (mBERT, MuRIL) for hate-speech detection, improving accuracy, and built ensemble time-series models at a quant fund that cut prediction error. I'm particularly focused on building and scaling: • LLM-powered applications and intelligent agents (LangChain, LangGraph) • RAG and semantic search systems • Transformer-based NLP solutions • End-to-end ML pipelines — from data ingestion to deployment and monitoring My background combines an engineering education from IIT Kharagpur with hands-on experience across production ML, NLP research, and quantitative modeling. I'm currently targeting Machine Learning Engineer, AI Engineer, GenAI/LLM Engineer, Applied Scientist, and Data Scientist roles — where I can turn research into measurable business impact.

Location

Bangalore Urban

AI stack

antigravity

claude code

langgraph

mcp

DSPy

vLLM

Work experience

Data Scientist at EliteFit.AI, Jun 2025 - Jul 2026 · 1 yr 2 mos, Singapore

Research Intern at Indian School of Business, Aug 2023 - Dec 2023 · 5 mos, Hyderabad

Data Science Intern at Fortuncore Technologies, Jul 2023 - Nov 2023 · 5 mos

Natural Language Processing Intern at Indian Institute of Technology (Banaras Hindu University), Varanasi, Jun 2023 - Jul 2023 · 2 mos, Varanasi

Quantitative Research Intern at Alpha Alternatives, Jun 2023 - Jul 2023 · 2 mos, Mumbai

Education

Dual Degree, Metallurgical and Materials Engineering, Indian Institute of Technology, Kharagpur

Public links

github: https://github.com/shubhamdz

Shubham Kumar - Data Scientist in Bangalore Urban | Tal