JATAIN
KUMAR
Building Scalable AI
& Financial Models.
B.Tech + M.Tech @ IIT Kharagpur. Micro-Specialization in AI. Transforming data into actionable strategy.
JK
The Intersection of
Mechanics & Code.
B.Tech (Hons) Mechanical + M.Tech Manufacturing Science
IIT Kharagpur
Micro-Specialization in AI & Applications
Combining first-principles engineering with advanced machine learning to build scalable, intelligent systems. From optimizing manufacturing supply chains to architecting financial NLP pipelines.
Technical Arsenal
Generative AI & NLP
RAG, LangChain, Transformers, FinBERT
Machine Learning
Scikit-learn, PyTorch, XGBoost, MLOps
Full Stack Development
React, Next.js, Node.js, FastAPI, Docker
Data Analytics
SQL, PowerBI, Time Series, Forecasting
Cloud & MLOps
AWS, Docker, CI/CD, MLflow, DVC
Simulation & Modeling
Monte Carlo, Genetic Algos, Route Planning
Experience Timeline
Data Analyst Intern | Financial Data & NLP
Built scalable NLP pipelines to extract insights from 35k+ filings & 19k+ transcripts. Applied FinBERT to filter 10k+ investment entities. Expanded fund database by 50% via web scraping.
Machine Learning Intern
Built an intelligent personal secretary platform using RAG & LangChain. Integrated Gemini 2.5 streaming (latency <3s). Architected 3-tier contact matching (<100ms) and calendar agents.
Research and Development Intern
Optimized supply chain logistics using ML. Built Flask app for backorder prediction (97% accuracy). Implemented SMOTE to boost F1-score to 0.89.
Research Intern
Compiled Import monthly data from COMTRADE for 45+ countries. Organized 5+ years of trade data using Python & SQL. Integrated GDP & carbon emissions data from OECD/World Bank.
Research Intern
Conducted financial transcript analysis using FinBERT models to derive market sentiment indicators.
Project Lab.
Ankur - Agentic AI Chatbot
Time Series Analysis
Supply Chain Optimization
Financial Sentiment
Customer Churn Analysis
Cross Industry Financial Analysis
Beyond the Code
Orchestrated national-level trading simulations (500+ participants). Analyzed market trends and drove 50% surge in engagement.
Coordinated digital content driving 50% increase in interaction. Designed 100+ pages for directories. Hosted 3rd Spotlight series (30% reach boost) & 6th Young Innovators Program (2000+ registrations).
Competed against top tier participants across India.