Skills & Expertise (17)
Work Experience
Management Trainee
ICICI Lombard GIC
Jul 2017 - Present
Faced high-volume Fire and CPM proposals with varied industrial risk exposures. Conducted detailed risk assessment, analysed sum insured adequacy, claims history, and exposure details before approval. Improved underwriting accuracy and minimized potential adverse loss impact on the portfolio. Ensured adherence to internal underwriting norms and regulatory standards. Performed 360° proposal review, verified risk disclosures, and coordinated for additional clarifications where required. Maintained 100% compliance and reduced policy issuance discrepancies. Analyzed historical claims data and loss trends to support selective risk acceptance decisions. Contributed to better portfolio quality and controlled loss exposure. Collaborated with sales and operations teams to streamline information gathering and resolve underwriting queries proactively. Reduced processing delays and enhanced overall customer servicing efficiency.
AI Intern
Healthmug
Jul 2017 - Present
Built a model to classify address quality using historical company data. Leveraged AutoGluon to train and optimize ML models on past delivery datasets, performing feature engineering and model validation. Enabled proactive identification of poor-quality addresses, improving delivery efficiency and reducing operational loss risk. Developed a predictive model to estimate salary progression based on performance ratings and role data. Built an ML-based salary prediction model using historical employee datasets, incorporating performance scores, tenure, and role hierarchy as features. Provided data-driven salary forecasting insights to support fair compensation planning and hiring decisions. Conducted feasibility research on migrating ML models to Amazon SageMaker Serverless Inference, analyzing cost structure, scalability, and deployment workflows. Proposed a scalable, cost-efficient serverless deployment framework to improve inference flexibility and reduce idle compute expenses.
Education
PGDM in Artificial Intelligence and Data Science - LBSIM
2023 - 2025 · Afghanistan
B. Tech in Mechanical Engineering - Vellore Institute of Technology
2018 - 2022 · Afghanistan
