ML Engineer
Collaborated Projects
Python Library for PPSM Analysis
Advance but robust & interactive python library to do PPSM analysis in causal ML on any dataset
Technologies
Benchmark Data Generation pipeline
Building recurrent and reliable data pipeline for building benchmark datasets.
Technologies
Debt Settlement Restructuring Model
Personal Debt settlement order planning model, using heuristic based Alternating Optimization Modeling
Technologies
Debt Settlement Analysis
Comprehensive analysis on debt settlement structure from aspect or company, creditor & lender as well as system runtime metrics.
Technologies
Key Achievements
- Developed a sentiment analysis model with an accuracy improvement of 15%
- Led a team of data scientists in building a recommendation system that increased user engagement by 20%
- Implemented a production-ready chatbot using state-of-the-art NLP techniques, reducing customer support response time by 30%