Portfolio  ·  2026
MSC OF ENGINEERING
ICAM ALUMNI
ORI DHUMEZ BIAGI
General Engineer
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Profile

General engineer: master of all engineering trades, with a minor in CS.

I trained as a general engineer at ICAM Toulouse, which means I've done a bit of everything: CAD, mechatronics, Python, web apps, and more recently AI tooling. I spent two years at ATR (Airbus Group) in airworthiness, where I built a modification database that 20 to 30 engineers now use every day. On the side I run ORI Motion, a small video business with about 30 clients.

Based inVerona, NJ
EducationICAM Toulouse — Diplôme d’Ingénieur, Sep 2026
LanguagesEnglish · French · Hebrew
CitizenshipFrench · American · Israeli
StatusAvailable from September 2026
Experience
2027
Your team
The next chapter, written with you
General engineer, trilingual, three passports. Python, full-stack, AI tooling, CAD.
Available from Sep 2026
Graduation — ICAM Toulouse
Diplôme d’Ingénieur · MSc General Engineering
CTI-accredited, grade Master. International semester at UCAC-ICAM, Cameroon. Claude Certified Architect.
1 Sep 2026
Read the case study →
Master’s Thesis — MASER Engineering
Offline-First Outfitting Tracker · Full-Stack & AI Vision
Vue 3 + Node + PostgreSQL app for a Saint-Nazaire shipyard. YOLO + OCR read the deck plans; 9,330 tasks generated; 42 deployments.
Jan 2025 – May 2026
2026
2025
2024
Enter planet →
ATR (Airbus Group)
Foreign Validation Apprentice Engineer
Python database of 30,000 modification records across FAA, TCCA and ANAC. Search 20 min → 5 s, 20 to 30 engineers daily. Coded the prototype of the next tool.
Sep 2024 – Sep 2026
Enter planet →
ORI Motion
Founder · Video Production
Founded solo. About 30 clients, 80 % B2B, longest relationship in its third year. Prospecting to invoicing, plus an AI pipeline for lead qualification.
Oct 2024 – Present
2023
Enter planet →
Howmet Aerospace
Manufacturing Engineering Intern
Designed the 100 kg handling rig after an operator lost a hand on the old setup. GD&T drawings, deployed to production. Trained 7 engineers on SolidWorks.
Dec 2023 – Feb 2024
Enter planet →
Howmet Aerospace
Alloy Process Engineer Intern
Superalloy melting at the Dover, NJ plant. Found through my own network, selected from five candidates.
May – Aug 2023
2022
Enter planet →
Eurovia
Assistant Site Supervisor
Road works in Toulouse: crew coordination, material tracking, safety compliance.
Jan – Mar 2022
2021
Enter planet →
Feu Vert France
Assistant Mechanic
First-year shop-floor internship: vehicle maintenance and repair, hands on.
Jun – Jul 2021
2019
Enter planet →
Township of Verona
Lifeguard
Four summers at Verona Community Pool, NJ. The network that later opened the door to Howmet.
Jul 2019 – Aug 2022
Selected work
OLA annotated deck plan2025 – 26
01 · Master’s thesis
OLA — shipyard production tracker
Offline-first app for cruise-ship cabin outfitting. YOLO + OCR read the PDF deck plan and generate 9,330 tasks; 42 production deployments.
Vue 3NodePostgreSQLYOLO · OCR
2024 – 26
02 · ATR (Airbus Group)
Aircraft modification database
30,000 records across FAA, TCCA and ANAC in one Python tool. Search time 20 min → 5 s, used daily by 20 to 30 engineers.
PythonAI-assisted devAirworthiness
DELIVERWHO robot CAD2024 – 25
03 · Mechatronics capstone
DELIVERWHO — self-balancing delivery robot
Two wheels, no kickstand. Simulink digital twin, two PID loops ported to C++, 98/2 complementary filter, PS5 controller.
SimulinkPIDC++ · ESP32FEA
Robot soccer field2024 – 25
04 · Digital twin
Robot soccer strategy, sim to field
Two-robot game strategy built in a simulator, then corrected against a real field that ran 35 to 45 % faster than the twin.
PythonMultithreadingAgile
Monte Carlo fan chart2025
05 · Talk + live code
Monte Carlo simulation
From estimating π with random dots to simulating a stock portfolio with thousands of random walks. Uniform, normal and fat-tail randomness.
PythonNumPyFinance
Completed Tiny House on delivery day2023 – 24
06 · Social project
Tiny House for GAF
A durable, sustainable shelter designed and built in one year, handed to a Toulouse association for a homeless person. Covered by ICAM and Le Parisien.
ConstructionEco-design
Superalloy furnace at the Howmet Dover plant2023 – 24
07 · Howmet Aerospace
100 kg handling rig
Designed after an operator injury, in a tight envelope with an awkward approach angle. Production drawings with GD&T, deployed to the line. Trained 7 engineers on SolidWorks.
SolidWorksGD&TSafety
O2 Boat hull with electronics2022 – 23
08 · Multidisciplinary project
O2 Boat — RC jet boat
Electronics manager: H-bridge propulsion, ESP32 web interface, FPGA pulse decoding at 128 kHz. Buoyancy proven on paper before the hull was thermoformed.
ElectronicsFPGASolidWorks
Contact
Emailori.dhumez-biagi@2026.icam.fr→LinkedInori-dhumez-biagi↗
Map

A few places along the way.

Where I've lived, studied, and worked.

  • Lived
  • Studied
  • Project
© 2026 — Ori Dhumez Biagi · Portfolio