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Virus-101/README.md

Hicham Amini

Software & AI engineer · Automotive, ADAS and embedded vision

Founder of Alab Systems · Pavia, Italy · open to opportunities

Portfolio LinkedIn Email


About me

I build and validate software for vehicles. My work sits where code meets hardware: V cycle development, test case creation, model based testing, and automated verification for production lines and ADAS algorithms.

I'm preparing for the ISTQB Certified Tester certification and work across CI/CD, AUTOSAR architecture, software quality assurance, CANoe/CANalyzer and AI computer vision, on a base of Python and C/C++.

  • Working on perception pipelines, driver monitoring and test automation for embedded systems
  • M.Sc. Computer Engineering (Data Science), University of Pavia
  • Italy / Morocco · English, French and Arabic
  • Best way to reach me: email or the contact form

Skills

Automotive and quality

AUTOSAR ADAS CAN Bus CANoe SIL/HIL ISTQB Simulink

Languages

Python C++ JavaScript SQL MATLAB

Vision and machine learning

PyTorch TensorFlow OpenCV YOLO scikit-learn

Backend, DevOps and data

FastAPI Django React Docker Jenkins GitHub Actions Git Linux Raspberry Pi Pandas


Experience

When Role Where
Feb 2026 to Apr 2026 Software Engineer (contract, remote). Backend services, Cloud Functions, automated reporting on Firebase, test suite and data verification ahead of launch. Maverick Ventures B.V., Amsterdam
2025 to 2026 Embedded Systems Research Intern. Live eye tracking driver monitoring in C++ and Python (DLIB, OpenCV), model based validation, embedded optimisation for automotive ECUs. CVML lab, University of Pavia
Nov 2023 to Jun 2024 Software Engineer, Automation & Embedded Systems. Production line camera detection for automotive quality control (Renault supply chain), YOLO deployment, Python test automation framework. Grupo Premo, Tangier

Education and certifications

  • M.Sc. Computer Engineering, Data Science specialization. University of Pavia, 2021 to 2026
  • B.Sc. Computer Engineering. Kharkiv National University of Radio Electronics, 2016 to 2020
  • ISTQB Certified Tester, Foundation Level (in progress)
  • AUTOSAR Architecture (Udemy) · ADAS: Advanced Driver Assistance Systems (Udemy) · Simulink MATLAB for Model Based Design (MathWorks) · Computer Vision Projects and Python for Data Analysis (Great Learning)

Selected projects

Project What it is Stack
nuscenes_3d_detection 3D object detection with PointPillars on nuScenes (6 cameras + LiDAR) PyTorch, LiDAR, CUDA
YOLO Quality Control CI/CD pipeline for production line camera detection YOLO, Jenkins, Docker
V-Hbuild (Forge) Describe a device in plain words, a local model designs the enclosure and firmware FastAPI, Ollama, 3D printing
V-trade Crypto trading bot with strict walk forward backtests and risk limits scikit-learn, ccxt
Model-V AI agent platform on a locally served, fine tuned Phi-3 Mini FastAPI, Ollama, Next.js
bdd100k_object_detection · cityscapes_segmentation · tusimple_lane_detection Driving datasets: detection, segmentation, lane detection PyTorch, YOLOv8
JobMatch Chrome extension that scores job listings against your CV Manifest V3, JavaScript

All fourteen are on the portfolio.


GitHub stats

GitHub stats Most used languages Contribution streak

Work with me

I take fixed price packages through Alab Systems: ADAS validation and test suites, CAN bus testing, driver monitoring, computer vision prototypes, edge AI, LLM integration and MLOps. Prices are listed up front, from a one week feasibility review to a full perception system.

Tell me what you're building.

Pinned Loading

  1. bdd100k_object_detection bdd100k_object_detection Public

    Python

  2. cityscapes_segmentation cityscapes_segmentation Public

    Python

  3. dev-portfolio dev-portfolio Public

    JavaScript

  4. hr_platform hr_platform Public

    HTML

  5. nuscenes_3d_detection nuscenes_3d_detection Public

    Python

  6. stock-pred stock-pred Public

    Crypto Predicyion

    Python