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Boston 311 Service Requests
Project Type
Cloud-based Data Analytics Pipeline
Tools
Google Cloud Platform (GCP),
Cloud Run (Serverless execution of applications),
Prefect (Orchestration of ETL workflows),
Apache Superset (Data visualization),
Streamlit (Interactive dashboard development),
Large Language Models (LLMs) (Advanced text analysis),
MLOps (Automated and scalable ML operations)
A scalable, cloud-native pipeline that automates Boston 311 data processing for real-time insights. Using ML models and a user-friendly Streamlit interface, it predicts case resolution times and SLA risks. Advanced features like Text-to-SQL LLM enable intuitive data querying, enhancing public service efficiency and decision-making
