Software Engineer (AI/ML) | M.Sc. Computer Engineering 📍 Trieste, Italy
I am a Software Engineer focused on building efficient, scalable, and data-driven solutions. Currently, I’m a contributor to Microsoft's edge-ai ecosystem, focusing on security compliance and Rust microservices performance.
- Generative AI & RAG: Engineered low-latency architectures (sub-100ms) using Java/Quarkus and LangChain4j, optimizing retrieval through semantic caching with Redis.
- Retail Demand Planning Engine: Built a sales forecasting system achieving an 8.55% MAPE on 1.1M records using hybrid LSTMs. Optimized data engineering by 10x using PostgreSQL Window Functions.
- Smart Inventory Monitor: Developed real-time object detection pipelines (YOLOv8), achieving a 72% RAM reduction and 60% cost cut via ONNX INT8 quantization on AWS Fargate.
- Open Source: Active contributor to Microsoft edge-ai, establishing security policies and optimizing Rust microservices.
| Category | |
|---|---|
| Languages | Python, Java, SQL, Rust, C++, Bash |
| AI / ML | PyTorch, TensorFlow, YOLOv8, LangChain4j, Ragas, ONNX |
| Cloud & DevOps | AWS (Certified Solutions Architect), Terraform, Docker, Kubernetes, GitHub Actions |
| Databases | PostgreSQL, Redis, ChromaDB, MySQL |
- M.Sc. in Computer Engineering (AI Curriculum) – University of Trieste
- AWS Certified Solutions Architect – Associate (SAA-C03)
