AdaCodes is an open knowledge & mentorship initiative focused on practical AI and ML systems. I help: • Hackathon teams validate and polish AI ideas • Students plan final-year capstone projects • Professionals design real-world AI architectures Expertise: ✓ Agentic AI & LLM systems ✓ End-to-end ML pipelines ✓ AI evaluation & testing ✓ Hackathon-ready demos & storytelling https://ada-codes-ai.github.io/ada-codes-ai/