B.Sc. student in Applied Computer Science and Artificial Intelligence
Sapienza University of Rome, Italy
Website - LinkedIn - Email - Resume
I work on retrieval, evaluation, and reproducible ML systems.
My current focus is retrieve-rerank-generate question answering: dense retrieval, cross-encoder reranking, paired statistical evaluation, experiment tracking, and reproducibility infrastructure.
I care about the engineering side of research: clear baselines, repeatable experiments, documented evaluation choices, and systems that can be inspected by someone other than the original author.
| Project | Focus | Why it matters |
|---|---|---|
| msmarco-genqa | RAG on MS MARCO with retrieval, reranking, generation, and statistical evaluation | Research-engineering flagship: reproducible baselines, paired comparisons, grounding analysis, CI, and written experiment reports |
| rag-observatory | Trace-based observability for RAG runs | New local-first toolkit for turning retrieval context, answers, evidence, and failure labels into inspectable reports |
| CiboCompass | Offline-first mobile food exploration app | React Native + Go + SQLite project focused on practical UX, sync behavior, and cultural menu understanding |
| go-chat-system | Full-stack chat application | Go REST APIs, Vue frontend, SQLite persistence, authentication, OpenAPI, and CI-backed testing |
| handwritten-ocr-system | CNN-RNN-CTC handwritten text recognition | Computer-vision project with explicit reproducibility notes and CER/WER evaluation planning |
| Leetcode-Solutions | Algorithm practice with tests and notes | Structured Python solutions, selected automated tests, metadata, topic notes, and interview review paths |
Research engineering: information retrieval, RAG evaluation, paired evaluation, failure analysis, reproducible experiments
Software engineering: Go backends, REST APIs, SQLite systems, CI, OpenAPI validation, production PHP / WordPress work
Automation: n8n workflows for operational and content pipelines
Programming: Python, Go, JavaScript, SQL, PHP
ML and retrieval: PyTorch, BM25, FAISS, Sentence-BERT, cross-encoder reranking, T5, RAG evaluation
Web and automation: WordPress, n8n, REST APIs, Vue, OpenAPI
Systems: Linux, Docker, Git, GitHub Actions, SQLite
Languages: Chinese (Native), Italian (Bilingual), English (Professional), German (Beginner)