Sahil Walke
Data Science @ Amazon Robotics | MS Data Science @ Georgia Tech | IIT Bombay
- Role
- Data Scientist Co-op at Amazon
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Sahil Walke
ML Engineer and Data Scientist with 3+ years building production ML systems - agentic AI,…
Experience
Data Scientist Co-op
May 2025 — Present · Boston, MA, US
Software Research and Data Science @ Amazon Robotics- Designed and executed A/B testing using large-scale simulations to evaluate robot yielding behavior to cross-traffic, resulting in a 70% reduction in manual congestion-related interventions post-deployment across two Fulfillment Centers (FCs)- Architected a Simulation Report Generation Agentic AI system using LangGraph for multi-agent orchestration and advanced prompt engineering techniques, coordinating data retrieval agents, statistical analysis agents, and reporting agents- Developed an XGBoost model predicting pose-level efficiency from spatial-temporal data, enabling congestion pattern analysis- Performed time-series velocity analysis using Pandas to identify and address root causes for 55%+ of robot fleet delays- Built an AWS QuickSight dashboard providing real-time insights on robot fleet movement efficiency metrics- Engineered a data pipeline to extract and preprocess large-scale congestion-related feature data from AWS Athena
Education
Georgia Institute of Technology
Master of Science - MS, Analytics - Computational Data Analytics
Indian Institute of Technology, Bombay
Bachelor of Technology - BTech, Electrical and Electronics Engineering
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