Projects

Case studies and repositories

AI Engineer

Multi-Agent Binary Explorer

Multi-agent system for binary analysis and vulnerability classification, combining static analysis (Ghidra) with CWE RAG. Features a Python orchestrator, ReAct agents, MCP integration, and full observability via MLflow and Langfuse.

LLMRAGMCP
Cybersecurity

Machine Learning For Malware Detection

Machine learning pipeline for Android malware detection using the Kronodroid dataset. Developed as a Bachelor's thesis, it explores ensemble classification and anomaly detection with multiple preprocessing strategies.

PYTHONMACHINE-LEARNINGMALWARE
Software Engineer

Decentralized Database BigChainDB

Automated 4-node BigchainDB network featuring Byzantine Fault Tolerant consensus, Streamlit and React dashboards, and end-to-end asset lifecycle management on a distributed ledger.

BLOCKCHAINBIGCHAINDBTENDERMINT
Software Engineer

Workwise — Full-Stack Application

Modern full-stack job platform inspired by LinkedIn, connecting candidates and companies with a focus on a fast, intuitive user experience. Built with Angular, Spring Boot, PostgreSQL, and Docker.

ANGULARSPRING-BOOTPOSTGRESQL