Orestis Zambounis
AI & Full-Stack Engineer
ML optimization, computer vision, scalable systems
Hi, I'm Orestis, an ML Lead at Q-SYS (previously at Seervision) and an alumnus of ETH Zurich.
I have a passion for building things across AI, robotics, computer vision, software engineering, IoT and distributed systems.
With a strong entrepreneurial spirit, I bring ideas from concept to production.
Please feel free to download my resume.
ML Inference Optimization
QSC · 2022 – 2025
Real-time ML pipeline optimization using TensorRT, batching & parallelization, 10x speedup
Shop Automation
2024 – present
Self-service in-store system powered by smart lockers and Shopify
Face Recognition
Seervision · 2022
Face recognition system with a false-positive rate below 5%
Trap the Cat
2023 – 2024
Cross-platform puzzle game built with vanilla JavaScript and CapacitorJS, 100K+ downloads
Big Data Pipeline
benshi.ai · 2022
Scalable ML infrastructure and data pipelines built on DataBricks
Does Depth Matter?
ETH Zurich · 2018
RGB-D Instance Segmentation with Mask R-CNN, 31% accuracy improvement