Experience

• 

  Hindustan aeronautics limited

  May 2018 - Jun 2018

  Intern
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  Mahle

  Jan 2019 - Jun 2019

  Graduate engineer trainee

  • Managed the production process of 3, 10 tonnes furnaces (daily production capacity of 45,000 castings).• Successfully reduced the rejection rate of castings from 30% to 6% in a span of 5 months.• Analyzed Rejection report of about 150,000 casting to ascertain the reason for these defects.• Participated in the audit for Maruti Suzuki and Co. and presented a part of the research report.• Development of SOP's for greater process control, efficiency and optimization of the foundry floor. Show less

• 

  Wells fargo

  Jun 2023 - now

  Risk analytics consultant

  • Engineered features to optimize the PD model using Logistic Regression. Achieved a 3.26% improvement in accuracy, enhancing risk prediction for financial decisions.• Optimized XGBoost model through hyperparameter tuning for credit risk classification, significantly reducing false negatives to enhance risk detection accuracy, resulting in a 12% improvement in recall.• Developed a risk rating framework by analyzing 30+ hedge fund reports, creating KPIs (AQR and BQR) to enhance risk assessment and guide strategic investment.• Analyzed credit risk data (delinquency, NPA, outstanding balances) using Python/SQL, uncovering high-risk customer segments that prevented a potential loss of $10 Millions.• Automated 4 BAU activities using Python, reducing preparation time by 95% and eliminating manual errors.• Facilitated the implementation and oversight of 40+ high-risk policy controls, ensuring 100% compliance, mitigatingoperational risks, and providing strategic insights to executive leadership for enhanced decision-making. Show less