Aditya Singh Mahala

About Aditya Singh Mahala

Passionate about Machine Learning (ML) and Deep Learning (DL), I specialize in solving business problems through AI-driven solutions. With experience in credit risk, motor insurance, and consumer-focused modeling, I build models that optimize risk assessment, improve decision-making, and enhance customer experiences. From refining credit risk scoring and predicting motor insurance claims to analyzing consumer behavior, I thrive on leveraging ML/DL to create real-world impact. Outside of work, you\'ll find me hitting the gym, trekking scenic trails, or playing badminton. Let’s connect and talk AI, sports, or adventure!

Experience

1. Senior Associate

   Indus Insights

   Jul 2023 — Present · Gurugram, IN

   Risk Modeling (Onboarding Models) and KP - Lowered loss rates by 4% by enhancing the onboarding models via fitting an ensemble of Logistic Regression and LightGBM. Created Tableau dashboard to monitor model performance by tracking key metrics like model/univariate Gini, PSI and capture rate. Analyzed the effectiveness of Augmented Underwriting Rules on historical data; proposed new risk signals that cut loss rates by 3%. Validated models with a focus on model governance, using default rate analysis, PSI, and AUC to ensure stability and compliance2. Net Promoter Score Prediction & Driver Analysis – Elevated customer satisfaction by boosting NPS by 9%, leveraging SHAP analysis to pinpoint top 10 actionable drivers weekly by building an NPS prediction model using LightGBM; realized 70% Gini and 5% Bias reduction leveraging a probabilistic approach

Education

• Indian Institute of Technology, Madras

  BS in Data Science and Applications

  2022

• Delhi Public School , Jodhpur

  10

  2011 — 2015

• Indian Institute of Technology, Madras

  Dual Degree (B.Tech + M.Tech)

  2017 — 2022

• Aklank Public School

  High School Diploma

  2015 — 2017