jamil fayad

Framework, FastAPI, PyTorch, scikit-learn, LightGBM, YOLO AI/LLM & Agents: LLM application development, multi-agent orchestration (LangGraph, CrewAI, AutoGen, BeeAI)

Azure AI Engineer certification (near completion), fine-tuning LLMs for security-specific use cases

JF Pentest Agent — personal security research exploring test planning, tool execution and evidence collection for authorized security testing. Validation limits are documented in my portfolio.

Freelance full-stack, AI agent/automation, and security audit projects. Say hey if you're building with LLMs or need a pentest.