Ashish K Mathew
+91-8297066866 | ashishmathew98@gmail.com | linkedin.com/in/ashish-mathew98 |
Work Experience
Data Scientist - Analyst
July 2021 – Present
JPMorgan Chase & Co
Bengaluru, Karnataka, India
• Development and testing of new underwriting tool aimed at thin-file and credit invisible customers
• Ad-hoc analysis of customers in response to macroeconomic changes in the US due to COVID-19
• Underwriting strategy for new-to-credit customers
Emerging Talent Intern
August 2020 – June 2021
JPMorgan Chase & Co
Bengaluru, Karnataka, India
• Successfully implemented First Party Fraud strategies using Tree based methods
• Played a key developmental role in the new firm-wide underwriting tool aimed at thin-file and credit invisible
customers
Summer Research Intern - Centre of Innovation
May 2018 – July 2018
LV Prasad Eye Institute
Hyderabad, Telangana, India
• Implemented tool to preprocess Retinal FUNDUS images to aid in manual detection of Diabetic Retinopathy
• Development of Automated Glaucoma Detection tool using Convolutional Neural Networks
Education
Birla Institute of Technology and Science - Pilani
Hyderabad, India
Master of Science, Economics
• First Division
• GPA: 8.07 out of 10
2016-2021
Birla Institute of Technology and Science - Pilani
Hyderabad, India
Bachelor of Engineering, Electrical and Electronics
• First Division
• GPA: 8.07 out of 10
2016-2021
Projects
GARCH Model of Stock Prices | R Studio
June 2019 - Dec 2019
• Implemented Generalized Auto-Regressive Conditional Heteroskedacity (GARCH) process to determine volatility of
stock returns using equity data of two firms from 2018-19
Battery & Supercapacitor Hybrid Energy Storage System | MATLAB
Jan 2020 - May 2020
• As part of our Power Electronics Capstone project our team modelled the application of a Hybrid Energy Storage
System (HESS) in solar power generation
• The system aims at tackling the issue of irregular power generation and demand that is common to renewable
energy sources
Technical Skills
Languages: Spark, Python, R, SQL
Libraries: Pandas, NumPy, Scikit-Learn
Courses: Econometrics, Linear-Algebra, Calculus, C-Programming
Community & Leadership
Volunteer
September - 2021
Antarang Foundation
• Assisted under-privileged high-school students in completing applications for higher education
Bloomberg Champions
BITS Hyderabad
• Organized training session for first and second year Economics and Finance students
Aug 2019 – May 2020
Hyderabad, India