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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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@didmathematikoi

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KernelOverseer/README.md

Hi, I'm Aymane Biri 👋

Senior AI Engineer @ OmniOps · Rabat, Morocco

I design and ship AI systems that move the needle on real operational problems — agentic orchestration, document parsing pipelines, and Retrieval-Augmented Generation for enterprise intelligence. My work spans the full stack: architecture, implementation, optimization, and getting customers unstuck.

🧠 What I'm working on

  • Agentic systems — orchestration, tool use, MCP (Model Context Protocol) integrations
  • RAG & document understanding — pipelines that turn messy enterprise documents into searchable, structured knowledge
  • LLM applications — from fine-tuning vision-language models for custom OCR to building chat platforms from scratch
  • Civic tech on the side — processing Morocco's Bulletin Officiel into something citizens can actually read

🛠️ Tech I reach for

Languages: Python · C/C++ · JavaScript / TypeScript AI/ML: PyTorch · Transformers · LoRA fine-tuning · Quantization · LangChain · MCP Backend: FastAPI · structured logging · async pipelines Infra: Docker · Kubernetes · Hetzner · Tailscale

🏆 A few things I'm proud of

  • 🥇 1st place — Open Source Days 2019 & 2021
  • 🥉 4th place (bronze) — Moroccan Collegiate Programming Contest 2020
  • Rebuilt a 6-month stalled project in one month without cutting corners
  • Grew an engineering team from 8 → 20 across CV, LLM, and optimization projects
  • Solved computer vision problems at OCP that had been open for years

💼 Where I've been

  • OmniOps — Senior AI Engineer (2025 – present)
  • 1337 Coding School — Software Engineering Manager · AI Exploration Lab lead (2024 – 2025)
  • mathematikoi agency — Co-Founder (2023 – 2024)
  • SEKERA — Cybersecurity Consultant (2022 – 2023)
  • Decenture — Principal Software Engineer (2021)
  • OCP S.A — Software Engineer (2019 – 2020, contributed to the Wiqaytna contact-tracing app)

🌍 Languages

Arabic (native) · French · English

📫 Reach me

"Innovating digital solutions for a dynamic world."

Pinned Loading

  1. auto-graph auto-graph Public

    A web tool for creating and visualizing graphs and trees, and trying out code.

    TypeScript 20 1

  2. RT RT Public

    Forked from Pinkyboi/RT

    A Raytracing program from scratch in C language, with complex shapes, texture mapping, soft shadows, multiple lights and fractals.

    C 27 2

  3. KSICARDOOM KSICARDOOM Public

    A DOOM and Duke Nukem 3D style game with ray-casting, featuring a level editor and multiplayer from scratch in C

    C 62

  4. BnademOverflow/libCplus BnademOverflow/libCplus Public archive

    Wonderful library with lots of useful functions, algorithms and data structures in C

    C 51 5

  5. beginners_guide_to_raycasting beginners_guide_to_raycasting Public

    code for my video guide about raycasting https://www.youtube.com/watch?v=DFZnzCbmlng

    C 10

  6. caLLMe caLLMe Public

    Realtime voice conversation with llm models using an asynchronous Voice to Text to Voice pipeline.

    Python 20 2