Freelancer profile translated to English.
Back to original languageAbout Idriss
Expert in Python development, AI, and Image Processing.
With hands-on experience in creating an intelligent voice assistant, I have mastered the integration of Python, OpenCV, and artificial intelligence algorithms for interactive applications. My project illustrates my technical rigor, my ability to manage complete development cycles, and my commitment to delivering high-performance and intuitive solutions. I am seeking opportunities where I can apply and deepen my skills in R&D and innovative system development.
French
Native or bilingual
English
Fluent
Can work on-site
Mulhouse (up to 50km)
Experience
- NvidiaOllama, Live LLaVAJuly 2025 - August 2025 (2 months)Edge AI & Real-time Multimodal Inference on NVIDIA JetsonSuccessfully deployed and configured a range of open-source Vision-Language Models (VLM), including Live LLaVA and VILA, on a resource-constrained NVIDIA Jetson Orin Nano Developer Kit (8GB RAM).Leveraged the NVIDIA TensorRT engine to compile, optimize, and accelerate model inference, achieving real-time performance (~1 second per image) for complex object recognition tasks.Implemented model quantization techniques (4-bit precision) to significantly reduce the memory footprint, enabling models with up to 3 billion parameters to run efficiently within the available RAM.Engineered a complete pipeline for live video analysis, capturing camera input and processing it through the LLaVA model to generate continuous, real-time textual descriptions of the environment.Demonstrated strong skills in the NVIDIA Jetson ecosystem, including JetPack, Docker for containerized deployment (jetson-containers), and server...
- FreelanceAI Training and Self-LearningEDUCATION AND E-LEARNINGSeptember 2024 - May 2025 (8 months)Mulhouse, France• Use of artificial intelligence locally (LM Studio/server) with Gemma 3-12b and Python on Linux Ubuntu 24.0 to comment on an image observed by a camera.• Creation of a voice assistant using Python/Linux, facial recognition by camera module (Cv2, Pytorch, SpeechRecognition ...)• Use Gemini, Grok, OpenAI, ChatGPT via API keys ...
- Alegria GROUPNoCode TrainingEDUCATION AND E-LEARNINGMay 2025 - June 2025 (1 month)Paris, France• Make to automate automatic email responses using ChatGPT or OpenAI as a secretary.• Scenario/trigger• Creation of applications with IA Softr/Airtable...• app.tango.us for survey forms.
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Education
- General EngineerENSISA1994Option Logiciels et Systèmes informatique
- DEA – Robotic Vision Image ProcessingUniversity of Haute Alsace1994DEA – Vision robotique Traitement d'images