Siddhant Chatterjee
Data Scientist @ChiEAC | MS CS @Illinois Institute of Technology
- Role
- Data Scientist at Chicago Education Advocacy Cooperative
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Siddhant Chatterjee
Currently working as a Data Scientist at the Chicago Education Advocacy Cooperative…
Experience
Data Scientist
Chicago Education Advocacy Cooperative
Sep 2025 — Present · Chicago, IL, US
Designed, developed, and deployed end-to-end machine learning models to support data-driven education policy decisions, from data preprocessing and feature engineering to real-world model optimization.• Built scalable analytics and ML deployment systems by applying software engineering best practices, including Git-based version control, CI/CD pipelines, Dockerization, and cloud infrastructure (e.g, AWS/GCP).• Developed automated ETL pipelines to integrate data from schools, surveys, and public datasets while ensuring data quality, security, and compliance.• Partnered with policy researchers, analysts, and education stakeholders to solve domain-specific challenges using interpretable and actionable technical solutions.• Delivered insights on educational outcomes using predictive modeling, NLP, and time-series forecasting, contributing to equity-focused policy initiatives.• Drove collaboration across cross-functional teams to translate real-world challenges into technical solutions with measurable impact on decision-making.
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