Summary
Overview
Work History
Education
Skills
Timeline
Certification
Generic

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

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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

Aditya Sharma