Selected Projects

• FraudShield

  Fraud detection API with deployment and MLOps practices around the model. Built with Python and Flask.

  Role: builder and implementer. Result: a working API-oriented ML system.

• SecureRAG

  Retrieval-augmented generation with security as the main constraint. Focused on safe access to generated answers and controlled retrieval patterns.

  Role: research and build. Result: a constrained RAG experiment.

• ShiftBench

  Benchmarking research in machine learning with a focus on evaluation, comparison, and reproducibility.

  Role: research contributor. Result: a benchmarking framework for comparison work.

• GeoBot

  A chatbot that answers surveying questions for students, combining domain knowledge with a lightweight conversational interface.

  Role: builder. Result: a student-facing knowledge tool.

• MWG by Sama

  A React website built in collaboration with Sama.

  Role: collaborator. Result: a shared web project.