Aditya Sharma
New Delhi
Summary
Data Science enthusiast with expertise in statistical & ML modelling with specializing in the development of Risk Management models & Recovery models. I have extensive experience utilizing Python, machine learning, AI & other advanced algorithms to analyze data sourced from banks, NBFCs' and credit bureaus.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
1
1
Certificate
Work History
Data Scientist
International Asset Reconstruction Company
New Delhi
01.2023 - Current
- Developing risk assessment models to determine optimal bid prices and investment allocations while considering risk factors
- Developed classification model (XGBoost) for investment recovery for customer prioritization.
- Developed density based clustering models (HDBSCAN, DBSCAN, KMeans) for customer segmentation.
- Performed data manipulation, structuring & processing on top private banks, NBFC's & Bureau (CRIF & CIBIL).
- Developed statistical model like logistic & MLR for probability to pay and OTS settlement.
- Developed OCR model capable of extracting valuable information from documents.
Data Scientist
.Kreate Energy Pvt Ltd
Ghaziabad
08.2021 - 12.2022
- Developed Time Series Predictive model for Wind Farms - Kalman Filter. First model go in production for wind farms
- Developed Time Series Predictive model for Solar Farms - SVR + ARIMA.
- Improve overall forecasting accuracy by 18% monthly.
- Responsible for increase in business by >150% in renewable power sector.
- Other models that worked over are: Random Forest, Ensemble.
ML Engineering Intern
StartXG Consulting Pvt. Ltd
Mumbai
06.2020 - 09.2020
- Developed customer risk assessment model (CART) for banking and NBFC companies.
- Final accuracy score was 0.85.
- Validated risk model through VaR.
Education
M.Tech - Data Science & Engineering
Birla Institute of Technology And Science
Pilani, Rajasthan 10.2022 - Current
B.Tech - Information Technology
Guru Gobind Singh Indraprastha University
New Delhi, India 08.2016 - 09.2020
Skills
Python, R
Clustering (Supervised & Unsupervised)
Classification & Regression Algorithms
Other ML & NN Algorithms
Statistical Modelling & Testing
Exploratory data analysis (EDA)
Timeline
Data Scientist
International Asset Reconstruction Company
01.2023 - Current
Credit Risk Modeling in Python, Udemy
01-2023
M.Tech - Data Science & Engineering
Birla Institute of Technology And Science
10.2022 - Current
Data Scientist
.Kreate Energy Pvt Ltd
08.2021 - 12.2022
ML Engineering Intern
StartXG Consulting Pvt. Ltd
06.2020 - 09.2020
B.Tech - Information Technology
Guru Gobind Singh Indraprastha University
08.2016 - 09.2020
Certification
Credit Risk Modeling in Python, Udemy