学
EP.01EPFL · Sorbonne · ETH Zürich
Training arc
EPFL for the bachelor, a year at Sorbonne in Paris, then the MSc at ETH Zürich in Robotics, Systems & Control. The coursework that stuck: deep learning for autonomous driving (3D point clouds, segmentation, depth), model predictive control, robot dynamics.
MSc · ETH Zürich2017 · 2024
骨
EP.02Balgrist · ETH Zürich
The spine
Master thesis: an RGB-D method to guide pedicle screw placement in robotic spine surgery. ZED stereo cameras, optical tracking, vertebra segmentation, and live tracking in ROS2 for the EU Horizon FAROS project.
96% accuracy · measured2023 · 2024
目
EP.03ETH Zürich · pdz
Reading intent
Master focus project: I added hand movement data to gaze-based action recognition. Task recognition accuracy rose to 91%. Graded 5.5 out of 6.
91% · measured2022
鉄
EP.04The gym · HyperBody
Iron
The gym, measured. I built a form analysis engine: it tracks 33 body landmarks, splits a set into reps, scores depth, tempo and symmetry, flags faults by severity, and keeps a ghost of your best rep to compare against. 14 lifts, from back squat to lateral raise.
The same idea runs the form checks in HyperBody, the AI physique app I co-founded. Press Reps up top: INU-01 gets graded the same way.
HyperBody · liveOngoing
店
EP.05R&J Cookies · Zürich
The shop
Idea to shop floor with full P&L: budget, permits, suppliers, equipment, staff and SOPs. Up to 200+ units a day for 7 B2B clients and walk-in customers, at about 65% gross margin. The best operations course I have taken, and I paid for it myself.
~65% margin · measured2023 · 2024
信
EP.06Intellyse · KVALITO
Trust
Intellyse taught me the full SaaS sales cycle and how to automate a pipeline that books its own meetings. At KVALITO I build AI for GxP work: validation documents the AI drafts and a qualified person signs, compliance gates inside the ERP, and engines that turn public signals into account and supplier intelligence.
One rule everywhere: the AI drafts, a human decides.
Human in the loop2024 · now