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1. VigIA VigIA Public

   VigIA is a web platform that predicts where crimes are likely to occur in Medellín, Colombia and optimizes patrol routes accordingly for police stations nearby.

   Python

2. BerlinT BerlinT Public

   BerlinT is a web application to visualize real-time ( < 10ms) updates in the Berlin transportation system including a vehicle radar using BVG's API

   Python

3. UPBot UPBot Public

   Chatbot implementation powered by GPT 4.1 using RAG for helping prospective students choose their engineering degree at UPB Medellin

   Python

4. Medellin-metro-LSTM Medellin-metro-LSTM Public

   This project develops a long short-term memory-based (LTSM-based) deep learning model to predict short-term transit passenger volume on metro routes in Medelllín, Colombia.

   Jupyter Notebook 4 1

5. 1pperalta/GitHub-Data-Pipeline 1pperalta/GitHub-Data-Pipeline Public

   Cloud-native pipeline for GitHub event data using S3, Snowflake, DBT & ML for analytics & forecasts

   Python 1 2