Sr. Data Scientist at Monsoon CreditTech (2025-04 – Present)
- Portfolio Collection Model: Developed LightGBM-based collection models to predict repayment probability and amount, improving recovery strategy for AMC clients, created intuitive banking features and NER models to classify banking transaction data.
- RAG chatbot (Regulus): Developed a chatbot which has complete knowledge of RBI documents and laws. Worked on entire lifecycle with data extraction, parsing, embedding, retrieval pipelines.
- Voice agent: Developed a real time multilingual collection voice agent "Vidya" with latency < 1sec who can call a customer and negotiate like a human for payment, forward a call to human.
- NewsFlow Agent and Early Warning System: Built a Agent that analyzes geo-economic news signals to classify loan risk severity at the customer level, and integrates these scores into agent routing using Google ORtools to optimize field collections and improve recovery efficiency
Machine Learning Engineer at Iditarod Bio (2024-01 – 2025-04)
- Creating 3D CNN models and Vision Transformers model: Starting from data preparation, exploratory data analysis, feature engineering, model selection, model development, model evaluation, cross-validation, and deployment of Vision Transformer model for protein engineering
- Created the pipeline on AWS: Created the end-to-end pipeline for running the models on AWS Sagemaker
- Model Comparison: Compared the models performance using Random Forest and statistical analysis like T-test
Machine Learning Engineer Executive at Amala Earth (2022-04 – 2023-12)
- Demand Forecasting: Build Time Series forecasting model for top 10 products of third-party sellers using Gradient Boosting and Random Forest, having ~20% optimized inventory stock
- Recommendation System: Using Similarity score and order data created recommendations increasing engagement and sales conversions.
- RAG based ChatBot: Using Langchain and Jina Embeddings created a hybrid database (CromaDb + PostgreSQL) for over 40,000 products, where based on the query show the relevant products.
TA (Technology Analyst) at Infosys Ltd (2017-07 – 2018-07)
- Worked as Full Stack Data Engineer performing ETL operations, Excel, ReactJs and creating RESTful Apis
Intern at Dalmiya Cement (Bharat) limited (2014-05 – 2014-07)
- Detailed plant-wide and sectional analysis for cost saving and payback period for LED replacement over conventional halides in conjecture with plant high risk working conditions.
