Gauravdeep Singh Bindra

Experience

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  Walmart Global Tech India

  Jul 2020 - Mar 2022

  Data Scientist

  • Developed MLOps pipelines to monitor IoT-driven refrigeration metrics models across 5,500+ Walmart stores.This reduced food spoilage, and by optimizing SQL data queries it cut data retrieval time by 70%.• Led a cross-functional data quality initiative for store sensor data, improving valid data coverage from 37%to 80%. Deployed the enhanced data pipeline and ML models to production on Google Cloud (BigQuery),resulting in significantly more reliable insights – effort recognized with a Walmart “Bravo” Award.• Built and deployed predictive maintenance models (logistic regression, neural networks, random forests) toforecast forklift breakdowns, enabling proactive maintenance. Projected impact was $1M+ in cost savings overfive years through reduced downtime and repair costs.• Implemented model interpretability techniques (LIME, SHAP) increasing trust & adoption for asset health models. Show less

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  GMI Labs

  Mar 2022 - Aug 2023

  Founding AI Lead

  Created AI-driven analytics engine to forecast blockchain project performance. Used GPT-3 for natural language insights on crypto trends. This helped launch a DAO for blockchain investments, securing $75K in seed funding.

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  Boston University

  Jan 2024 - now

  Researcher

  Kolachalama Lab: Working on LLM Grounding• Fine-tuned Llama 3 on PubMed journals for dementia prediction & patient treatment recommendations.• Implemented grounding techniques to ensure model-generated summaries include verifiable references, improvingtrust in AI decisions with the goal of assisting clinicians in diagnosis.• Developed evaluation metrics to assess summary groundedness, contextual relevancy, hallucinations and bias.

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  Boston University Global Development Policy Center

  Mar 2025 - now

  Graduate Research Assistant