Computer Engineering graduate from Politecnico di Torino, incoming M.Sc. in Computer Science (AI) at KU Leuven. Research Assistant at PoliTo under IEEE Fellow Prof. Montuschi — working on AI systems, full-stack development, and embedded firmware.
Building products and contributing to innovative teams
Research Assistant – AI
Politecnico di Torino – Prof. Paolo Montuschi
Designing and implementing machine learning models to analyze and predict student academic performance. Building scalable data pipelines and evaluation frameworks for large educational datasets. Designing and deploying AI-based class support systems integrated within university infrastructure.
IEEE Fellow SupervisorML ModelsEducational AI
PythonPyTorchData PipelinesML
Full-Stack Developer
Parma Calcio 1913
Built and deployed 20+ production full-stack features (React, TypeScript) used by 50+ staff, reducing operational workflow time by 50%. Integrated AWS S3, CDN delivery, and real-time data pipelines; achieved Lighthouse performance scores consistently above 95.
20+ Features Shipped50+ UsersLighthouse 95+50% Time Saved
Next.jsTypeScriptAWS S3CDNCI/CD
Full-Stack & Embedded Developer
PoliTo Rocket Team
Developed internal web platforms for 150+ members, automating 1,000+ daily operations and reducing administrative overhead by 95%. Implemented STM32 flight firmware in C/C++ under real-time constraints; built drivers, watchdog systems, and performed SWD debugging.
150+ Team Members95% Admin Time SavedSTM32 FirmwareSWD Debugging
Next.jsSupabaseC/C++STM32PostgreSQL
Database Developer
Team DigiTwin – PoliTo
Designed and optimized PostgreSQL systems ingesting 50,000+ sensor readings/day; improved query performance by 40%. Implemented automated data pipeline processing 2GB+ of telemetry data weekly for structural monitoring.
Completed evaluation tests for Google Summer of Code 2026 under ML4SCI / DeepLense. Multi-class substructure classification: AUC 0.9919, surpassing the Varma et al. reported baseline on the same dataset. Lens finding under 100:1 class imbalance: AUC 0.9877, 189 of 195 lenses recovered.
6-class classifier distinguishing human writing from 5 LLM sources on a heavily imbalanced dataset. Ensemble of 3 TF-IDF models — word n-grams, char n-grams, and 20 handcrafted stylometric features — with meta-learner stacking. Top 10 finish.
Top 10 FinishF1 0.9370 (OOF)6-Class
Pythonscikit-learnNLPTF-IDFEnsembleStacking
Personal Project
Timber Co.
(WIP) Bird's-eye view strategy game — build a timber empire. Command workers to cut forests, process wood into refined materials, automate production chains, and scale operations. Resource management, worker AI, progression systems built with Java and JavaFX.
JavaJavaFXGame DevelopmentResource ManagementAI Systems
Open Source
CoreMetric
(WIP) Privacy-first macOS system monitor using ML-powered anomaly detection. A Reconstruction Autoencoder on Apple Neural Engine learns your usage patterns and detects memory leaks, crypto-miners, and frozen processes with <1% CPU overhead.
<1% CPU OverheadANE InferenceZero Cloud Dependencies
(WIP) AI-powered study companion: ingest PDFs & notes → summaries, flashcards, interactive Q&A, and milestone-based study schedules. Incremental AI pipeline with secure per-user isolation.
Auth + RLSChunking PipelineM3 Flashcards In Progress
Portfolio built with Next.js 16, TypeScript, and Tailwind CSS v4. 95+ Lighthouse score, WCAG AA, dark mode, responsive design, and 99.9% uptime on Vercel.
5+ full-stack features for Parma Calcio's internal platform serving 50+ staff. Reduced data entry time by 35% via automated workflows, CloudFront + S3 edge-cached documents and training videos, and 95+ Lighthouse performance.
High-performance database handling 50,000+ sensor readings per day for structural monitoring. Optimized PostgreSQL queries achieving 40% faster response times. C++ data processing pipeline with CMake for cross-platform deployment.
Automated role assignment for 200+ member university Discord server, cutting manual management from 2 hours/week to 5 minutes/month. Discord.js + Supabase real-time sync. 1000+ role assignments, 99.9% uptime.
Real-time WebSocket chat built with Swift NIO for high-performance async networking. Non-blocking I/O, concurrent connection handling, event-driven architecture.
Exploring AI, education technology, and computer architecture
Evaluation · GSoC 2026 Applicant
Gravitational Lens Finder — ML4SCI / DeepLense
Completed evaluation tests for Google Summer of Code 2026 under ML4SCI / DeepLense. Multi-class substructure classification achieved AUC 0.9919, surpassing the Varma et al. reported baseline on the same dataset. Lens finding under 100:1 class imbalance: AUC 0.9877, recovering 189 of 195 lenses.
Evaluating the Pedagogical and Cognitive Impacts of LLMs on Engineering Education
Conducted in collaboration with IEEE Fellow Prof. Paolo Montuschi at Politecnico di Torino. Investigated the pedagogical potential and cognitive impact of LLMs and AI agents on university-level engineering education. Analyzed student outcomes and teaching methodologies.
Architecture and Memory: A Deep Dive aided by Artificial Intelligence
Delivered an in-depth technical presentation exploring computer architecture and memory systems, leveraging AI tools to enhance explanation clarity and visual demonstrations. Focused on bridging theoretical concepts with practical applications.
Actively exploring research opportunities in the fields of Computer Science, AI, Architecture and more. Open to collaborations and academic partnerships.
Recognition
Awards & Achievements
Some of my recent awards and achievements
Competition Winner
2025
3rd Place
3rd Place – GitKon Game Jam 2025
GitKraken
Awarded 3rd place at GitKon Game Jam for GitSimulator, a production-grade Git simulation engine. Recognized for innovative approach to Git visualization, educational impact, and focus on preventing costly mistakes in production environments.
Awarded the Programme Scholarship with a 70% tuition waiver for the M.Sc. in Computer Science (Artificial Intelligence). Granted to only 10 students across the programme, recognizing academic excellence and research potential.
Academic Honor
2023–2026
Full Merit Scholarship
Politecnico di Torino
Awarded full-ride merit scholarship (90% GPA) for outstanding academic excellence in Computer Engineering. Covers complete tuition and living expenses at one of Europe's top technical universities for engineering.
Hackathon
2025
Reply Student Clash 2025 – Agentic AI Challenge
Reply
Competed in Reply's European-wide Student Clash focused on Agentic AI, joined by 700+ students from 8 top universities across Europe. Designed and scaled innovative AI Agent projects that transform business operations and empower society through autonomous, intelligent systems.
Hackathon
2025
Google Cloud Datacenter Hackathon 2025
Google Cloud × Intesa Sanpaolo × TIM
Selected for exclusive hands-on datacenter hackathon hosted by Google Cloud in Turin. Worked directly with production-grade hardware including servers, managed switches, fiber optics, and Linux systems. Competed in team-based challenges simulating real-world datacenter operations.
