ML ENGINEER · RESEARCHER
CARLO ZAMUNER
Machine learning engineer focused on foundation models and computer vision. Building reliable AI systems from research to production.
Projects
What I've built
SwimMind Control Room
68% faster planningAI operations cockpit for competitive swimming with predictive sets and Gemini copilots.
Home Repair Assistant
35% lower latencyMulti-agent system orchestrating diagnosis, DIY, scheduling, and feedback pipelines.
3D Pose Estimation & MoCap Align
8-cam 3D reconMultiview triangulation for basketball poses validated against MoCap at 18mm MPJPE.
CLIP-Muon Few-Shot Adaptation
+12% accuracyFine-tuned CLIP with Muon + LoRA adapters for state-of-the-art few-shot performance.
Sionna × Unreal RF Lab
40% faster cyclesInteractive RF experimentation toolkit coupling UE5 with differentiable comms blocks.
Experience
Where I've shipped
Golden Goose
AI & Data Engineering Intern
Jan 2026 – Present
Designing scalable data pipelines and AI solutions for luxury retail.
SwimMind Platform
Founder · Full-Stack AI Engineer
Aug 2025 – Present
Building AI operations cockpit with realtime analytics and Google Cloud automations.
Industrial AI Challenge · Concast
🏆 1st Place Winner · Team Lead
Sep 2025 – Dec 2025
Led the winning team; built hybrid physics + transformer forecasting stack and MILP scheduler that surfaced €180k in annual energy savings.
View announcement ↗
Nvidia Sionna Lab · UniTrento
GPU-Accelerated AI Research Intern
Apr 2024 – Sep 2024
Linked Unreal Engine with Nvidia Sionna and optimized CUDA pipelines for RF experimentation.
Contact
Let's collaborate
Open to ML research, computer vision, and production AI systems opportunities.