
Omar C
AI Agent Automation Developer
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Independent AI Developer & Automation Engineer
Self Employed • Freelance
May 2023 - Present • 3 yrs 6 mos
Designed and built a multi-agent AI framework from scratch in Python. The system has a coordinator agent that delegates tasks to specialized sub-agents (analyst, refactor, tester, debugger, docs), supervises their progress, and consolidates results automatically. Key features I engineered: • Persistent memory — agent state and chat history survive across sessions • Autonomous supervision — coordinator reacts to task completion without human input • Adaptive fallback across LLM providers (DeepSeek, Gemini) with auto-escalation • Safeguards: per-mission token limits, rewrite-loop detection, pause/resume • Runs fully local — no cloud dependency, no data leaving the machine Delivered real end-to-end projects with zero manual intervention during execution (CLI tools, test suites, documentation generators). Stack: Python, DeepSeek, Gemini, SQLite, Tkinter, Threading, REST APIs.