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Mechres (Yağız) · GitHub

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Mechres/README.md

Hi, I'm Yağız 👋

MIS student · systems tinkerer · hardware hacker
I build things from the bootloader up - JIT compilers, custom Linux daemons, and boards I probably shouldn't have opened.


⚡ Currently

  • Building Yagent, a local-first AI agent in Go - own agent loop, memory, skills, codebase index and TUI (Ollama/llama.cpp by default, opt-in cloud APIs)
  • Building Salca (in progress), a from-scratch C++/OpenGL isometric action slasher roguelike
  • Pursuing a Master's in Management Information Systems @ Erciyes University, with coursework spanning strategic management, data analysis, and ML

🔩 Also known for

  • Hardware & Firmware: Board-level electronics repair, firmware reverse engineering, and giving dead hardware a second life - BIOS chip-level fixes, NAND recovery, embedded IR/RF protocol implementations, and a homebrew 8088 retrocomputer built from salvaged ICs.
  • Embedded Linux & Drivers: Bringing up custom operating systems (postmarketOS, antiX) on non-standard/legacy mobile and tablet platforms, and writing custom Linux kernel drivers/systemd daemons to remap and control proprietary hardware.
  • Automotive Hacking: Designing and building custom transistor-based level-shifter circuits to interface with and read K-Line diagnostic data directly from vehicle ECUs.

🌐 Homelab & Infra

  • Self-hosted services behind Cloudflare Zero Trust tunnels
  • Multi-node Ubuntu setup with failover experiments
  • Local AI inference (llama.cpp, Vulkan / ROCm benchmarking)
  • DIY monitoring, automation, and service orchestration

🤖 Data & ML

  • Feature engineering + model stacking (XGBoost, CatBoost, RF)
  • AutoML experimentation (TPOT) and optimization pipelines
  • Kaggle-style datasets and prediction systems
  • Local LLM experimentation (quantization, GPU backends, performance tuning)

🛠️ Tech I reach for


Always down to talk - open an issue or PR anytime.

Pinned Loading

  1. Price-Predict Price-Predict Public

    Crypto & Stock* price prediction with regression models.

    Python 14 4

  2. Yagent Yagent Public

    Local-first AI agent for code, audit, review, web search and research — in Go. Own agent loop, memory, skills, codebase index and TUI. Ollama/llama.cpp by default; opt-in cloud APIs.

    Go 4

  3. YouSpoPls YouSpoPls Public

    Simple & effective, Youtube - Spotify, Spotify - Youtube playlist copier.

    Python 4

  4. logitech-g710-linux-driver-daemon logitech-g710-linux-driver-daemon Public

    Forked from Wattos/logitech-g710-linux-driver

    Logitech G710 Linux Driver

    C 1

  5. HW2181_Preo_Drone HW2181_Preo_Drone Public

    Drone Firmware Reverse Engineering

    Python

  6. piranha-business-2-alpine-linux piranha-business-2-alpine-linux Public

    Lightweight Alpine Linux port and installation guide for Piranha Business 2 devices.

    C


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