Fullstack developer. Building web apps by day, exploring local AI inference by night. 🤖

Day job: Fullstack web development

• Frontend: Angular, Qwik, React
• Backend: Fastify, Node.js
• Database: PostgreSQL (Supabase), MongoDB, Oracle

Side project: Local AI inference on AMD GPU

• Running DeepSeek V4 Flash on AMD Ryzen AI Max+ 395
• Forked antirez/ds4 to add AMD HIP/ROCm support
• Exploring what it takes to run frontier models on consumer hardware

• AMD Ryzen AI Max+ 395 (Strix Point)
  • 16 cores / 32 threads
  • 128 GB RAM
  • Radeon 8060S (62 GB VRAM)

• Local LLM inference (no cloud dependencies)
• DeepSeek V4 Flash with IQ2 quantization
• AMD GPU acceleration via ROCm/HIP
• Edge AI & on-device models

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• Blog