Projects

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Spring 2024

An end-to-end data and semantic intelligence system for scalable competitive analysis across heterogeneous market data.

PySpark LLMs Microsoft Fabric Azure Data Factory Power BI GraphDB SPARQL
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Fall 2024

Data-driven visualization project exploring how STEAM students can strategically adapt their skills and career planning to remain competitive in an AI- and automation-driven job market.

HTML CSS D3.js Python Pandas
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Fall 2023

Developed unsupervised models to detect anomalies in train cooling systems for the Belgian National Railway Company (SNCB), helping prevent train delays and reduce maintenance costs.

Python SQL Scikit-learn Pandas NumPy Matplotlib Tableau
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Fall 2023

Created a custom PostgreSQL extension for storing and analyzing chess games, introducing chess-specific data types, functions, and indices for efficient querying.

PostgreSQL C SQL Linux Database Systems Indexing
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Spring 2021

Built a web-based symptom checker predicting over 40 diseases using multiple machine learning algorithms, including deep neural networks for cancer detection and traditional ML models for disease classification.

Python Scikit-learn Django React.js TensorFlow Keras REST APIs Bootstrap Material-UI