Selected work

Six systems, six different problems.

Production platforms built at Capgemini and Genpact, plus a couple of things built on the side to learn something new.

TCK-001 · MERCEDES-BENZ R&D LIVE

GRC Virtual Assistant

A conversational AI platform that lets employees raise compliance and access requests in plain language instead of filling out forms. Handles 607 unique users and 1,145+ conversations, with a RAG layer tuned specifically to preserve table structure from compliance documents so the bot doesn't misread structured data. Facilitated 62 access requests end-to-end through chat.

Flask PostgreSQL RAG Nexus LLM Prompt Engineering

TCK-002 · MERCEDES-BENZ R&D LIVE

Automated Incident Allocation System

Pulls ServiceNow incidents every 5 minutes and fairly distributes them across agents using a min-heap algorithm over P1–P5 priority tiers, cutting workload ~40% and keeping SLA-critical tickets assigned within seconds. Runs as three Airflow DAGs and handles IST/CET timezone logic for overlapping India–Germany shifts. Now adding a RAG-based resolution knowledge base to recommend fixes.

Apache Airflow ServiceNow API OpenAI Embeddings MinIO

TCK-003 · GENERAL ELECTRIC RESOLVED

Financial Report Analyzer

Reads financial PDFs, pulls out key metrics, and generates summaries automatically — saving the team around 40% of their analysis time.

Python OpenAI API

TCK-004 · SIDE PROJECT RESOLVED

Essay Subject Classification

Multi-class text classifier over 10K+ essay sentences using TF-IDF and Multinomial Naive Bayes in a scikit-learn pipeline — 81% macro F1-score, with predictions run on 4K unseen samples.

Python scikit-learn TF-IDF NLP

TCK-005 · SIDE PROJECT RESOLVED

Marketing Copy Generator

A tool that generates product headlines, value props, and email CTAs, with customizable tone and persona templates.

Python OpenAI API

TCK-006 · INTERNSHIP RESOLVED

NovaFit

A full-stack fitness tracking app on the MERN stack that grew to 100+ active users, with hand-written REST APIs for auth, storage, and retrieval.

MongoDB Express React Node.js