Experience
Full-time roles and what I built.
Machine Learning — Generative AI
Piramal Capital & Housing Finance Limited- Designed and developed ARYA, an internal chatbot for the sales team using RAG and agentic systems — handled 500,000+ queries since launch and won Best AI Chatbot Product of the Year.
- Built Daily-Huddle, a WhatsApp-integrated chatbot for Branch Sales Managers, reducing daily huddle time by 30%.
- Designed CAM-Copilot, an underwriter assistant that summarises CIBIL reports, bank statements, and documents — cutting turnaround time by ~40%.
- Currently building an internal Text-to-SQL chatbot inspired by Uber's QueryGPT.
Data Engineer
Piramal Capital & Housing Finance Limited- Orchestrated data pipelines for real-time feature delivery to ML models, improving model performance by 15%.
- Designed and deployed scalable microservices architecture, reducing feature serving latency by 20%.
- Used Python and Spark to optimise end-to-end feature store functionality for various ML workloads.
Junior Associate
Indus Insights · Internship- Developed dynamic forecasting models using delinquency buckets and economic adjustments for seasonal and annual client planning.
- Led client meetings presenting findings on acquisition, response rates, and intent validation.
- Took initiative on ad-hoc analyses beyond core responsibilities, demonstrating adaptability.
University Leader
Community Classroom- Founded and led a university community promoting accessible education for all.
- Conducted workshops to foster a programming culture on campus.
Project Leader — Machine Learning
Swecha · Internship- Designed and implemented a fact-checking ML model, scraping news articles from reputable sources.
- Compared scraped articles against user-input news using textual entailment analysis to enhance accuracy.
- Developed skills in machine learning, data scraping, and NLP.