Soumyadip Maity

Risk Strategy Associate @JPMorganChase

Bangalore Urban, IN

Consumer Banking Risk Management( CBRM)- Fraud Detection and Mitigation: Jan\'25 - Jun\'25 Identified a key fraud trend at the Teller, deployed a new countermeasure effectively saving 200k in monthly losses. Monitored Credential Efficacy across 2 loss lines and redesigned the authentication flow, with a projected savings of$1M for the financial year.Auto Risk Strategy and Policy Simulations: May\'24 - Dec\'24 Improved the simulation engine to achieve a 99.99% accuracy across 6 major acquisition strategy simulations including a 100% accuracy in adverse action. Streamlined production strategy rules across 5 major strategy segments bringing down the mismatches from a staggering to almost 150 across 6 months. Developed 2 new simulation engines for later acquisition stages for additional monitoring.Machine Learning- Model Delivery as Service (ML-MDAS): Sep, 2024 - Dec, 2024 Quickly learned and applied PySpark and JIRA tools and AWS to contribute effectively within a short timeline. Assisted in migrating 80 on-premises models to the AWS cloud environment by validating and comparing results to ensure accuracy and compliance. Collaborated with 5 teams and 100+ global stakeholders to streamline migration and ensure seamless integration.ML Modelling Capstone Project: Jul, 2024 - Oct, 2024 Managed a team of 7 across multiple countries to develop an Auto Risk Collections model using XGBoost and Random Forest, achieving 87% accuracy and ranking in the top 2 of 30 teams. Ranked among the top 10 performers out of 150 participants in a 3-month internationally recognized program, graduating with a score of over 92%.

Jadavpur University

Bachelor of Engineering, Production Engineering

Ramakrishna Mission Vidyapith, Deoghar

12th, Science

K.T.P.P. High School

10th Secondary (Madhyamik)