Mar 2019 – Jun 2021 · 2 yrs 3 mos

• End2End ML pipeline to develop risk profile of 2 Million borrowers monthly
• Machine Translation

Apr 2018 – Present · 7 yrs 11 mos

• ping me if you want to discuss investment strategies or personal finance

May 2017 – Feb 2019 · 1 yr 9 mos · New Delhi Area, India

• Operation Research, Recommendation Engine, Machine Learning, Optimization, NLP

May 2016 – Jul 2016 · 2 mos · Bengaluru Area, India

• Project1: Prediction of Hospital Readmission Cases
•  Customized ANN, Logistic regression and decision trees classification models to predict the readmission cases within 30 days
•  Used oversampling, under sampling, synthetic data generation and cost sensitive learning to deal with imbalanced data problem
•  Calculated different benchmarks like ROC-AUC, lift charts, root ASE, to compare the performance
• Project 2: DNA Sequencing and Genome Analysis
•  Prepared proof of concept for DNA sequencing, involved acquainting myself with several biotech libraries like GATK, SAM tools etc
•  Explored algorithms that could be used to for DNA sequencing and researched on spark libraries to process reads of Genome
• Project 3: Identification of Patients with CVD Risk Factors
•  Segmented patients based on several health risk parameters and performed driver analysis to study the root causes for Diabetes
• (DRG is a global information and technology services company that provides proprietary data and solutions to the U.S. healthcare industry)

May 2015 – Jul 2015 · 2 mos · Hyderabad Area, India

•  Customized multivariate regression model to predict quarterly returns on indices (S&P500, NASDAQ, Barclays AGG bond) and seven mutual fund NAVs based on changes in macroeconomic parameters and financial behavior indicator
•  Forecasted NAV of Templeton Growth Fund after ten years using Monte Carlo simulation
•  Designed Artificial Neural Networking Model on Matlab to predict quarterly returns on PIMCO Total Return Fund and Templeton Global Fund based on changes in macroeconomic parameter
•  Analyzed S&P500 index quantitatively on Metastock using various technical indicators like MACD, Fibonacci Retracement line, RSI, exponential moving averages, OBV etc
•  Prepared equity research report for top 10 holdings of Templeton Growth Fund

Dec 2014 – Dec 2014 · 0 mo · Dhaka,Bangladesh

Dec 2013 – Jan 2014 · 1 mo · New Delhi Area, India

• Project: Study of CSR of Corporate Sector

Dec 2012 – Dec 2012 · 0 mo · Agra, India