Featured Projects
View All Projects →LLM Deployment in Healthcare
Elna Médical | 2022 - 2023
Integrated Large Language Models (ChatGPT) into clinical workflows to extract medical entities and summarize patient notes for doctors based on de-identified data. Enhanced decision support and reduced manual documentation time.
Sales Forecasting
Pfizer | 2024 - Present
Built forecasting models using time-series models and domain-specific business rules. Delivered accurate sales projections for multiple products and geographies to support strategic planning.
Marketing Optimization (MMM)
Pfizer | 2024 - Present
Applied marketing mix modeling to optimize spend across digital and field marketing channels. Informed resource allocation and field force sizing strategies, improving ROI on marketing investments.
E-Commerce Pricing Strategy (A/B Testing)
Intelligems | 2021 - 2022
Analyzed multi-treatment A/B test results for Shopify stores to uncover pricing and discounting strategies that maximized lift, conversion, and profit. Applied causal inference techniques for reliable impact attribution.
Call Center Optimization
Afiniti | 2020 - 2021
Engineered machine learning solutions to optimize caller-agent pairings in real-time, improving conversion rates and customer satisfaction. Supported $500K+ monthly revenue growth for telecom and entertainment clients.
Churn Prevention Strategy
McGill University | 2022
Developed predictive models to address customer churn in the telecommunications industry. Implemented a preventive strategy using coupon distribution optimization for at-risk customers. The solution included parameter optimization with Optuna, model tracking with MLflow, and deployment using Databricks.
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