In Progress
AI Customer Support Chatbot
Multi-turn conversational agent with persistent memory using LangChain + GPT-4o. Handles intent detection, context retention, and escalation routing. Served via FastAPI.
Currently Building
Hands-on with what's shipping in AI — not just watching tutorials.
In Progress
RAG Pipeline for Document Q&A
Retrieval-Augmented Generation over private documents using LlamaIndex + Pinecone. Semantic search, chunking strategies, and citation grounding via Claude API.
In Progress
MCP Data Analytics Server
Model Context Protocol server exposing SQL databases and BI tools as context to LLMs. Lets Claude query live data, run analysis, and return structured insights.
In Progress
Autonomous Data Analysis Agent
Multi-step AI agent that loads datasets, picks strategies, writes and runs Python, interprets results, and generates reports — with human-in-the-loop checkpoints via LangGraph.
Experience
UI Health
Chicago, IL
Business Intelligence Analyst
- Extracted healthcare claims data via Oracle SQL; enabled denial rate and fraud pattern analysis.
- Built Tableau dashboards for stakeholder decision-making on denial rates and reimbursement.
- Preprocessed data using Python — feature engineering, outlier handling, and EDA.
IDFC First Bank
Officer
- Mapped catchment area for 5,000+ customers monthly; grew new-to-bank acquisition by 30%.
- Built Tableau and Excel dashboards for weekly customer data forecasting.
- Ran retail market basket analysis to surface cross-sell opportunities.
ABC Paradigms Pvt. Ltd.
Associate — Data Science
- Built RFM + K-means clustering segmenting customers into 5 groups; flagged 17% at churn risk.
- Surfaced $1M revenue opportunity in 3 months via Tableau-driven sales insights.
- Ran A/B tests on marketing campaigns — 11% lift in customer retention.
Projects
Anomaly Detection
ELD Fraud Detection
Analyzed 340 driver logs to detect fraud — illegal API calls, co-driver misuse, tampered duty-status. Built detection heuristics and security recommendations.
340 logs · Pattern-based detection
ML Classification
Credit Risk Analysis
Predicted loan defaulters from 100K borrowers using ensemble ML. Engineered features from raw credit data; evaluated LR, Random Forest, Gradient Boosting.
82% accuracy · 100K borrowers
Healthcare Analytics
Health Informatics Analysis
End-to-end clinical data pipeline analyzing patient outcomes from hospital claims. Applied statistical methods and ML to identify readmission risk factors.
Clinical claims · Outcome prediction
Skills
ML / AI
Languages
Analytics & BI
Cloud & Data
Certifications
AWS Solutions Architect
Associate
AWS ML Engineer
Associate
AWS Cloud Practitioner
Foundational
Azure Data Scientist
Associate
Education
University of Illinois at Chicago
MS in Business Analytics
National Institute of Securities Markets
PGCM Data Science in Financial Markets
University of Mumbai
BE in Biotechnology Engineering
Let's build something.
Open to Data Scientist, ML Engineer, and AI Engineer roles. Available for full-time and contract work.