Past Projects

• Computer Vision: As part of my master's thesis under Tommaso Bagni, I'm developing a computer vision model for segmenting and detecting voids within superconducting wires. This model is used to construct detailed 3D representations of the wires.
• NLP: Developed an agentic RAG system that enables users to translate plain language into SQL query. The chain is has FULL knowledge of PostgreSQL.
• Data Engineering: Created a distributed ETL cluster with Hadoop HDFS as filesystem and PySpark as transformation layer. All these are dockerized and deployed into 8 EC2 instances.