About Experience Work Writing
EXPERIENCE_MATRIX

My Timeline

Deployment history across complex systems engineering, bare-metal development, and AI research.

OCT 2024 - PRESENT ACTIVE

AI RESEARCH

INDEPENDENT RESEARCHER

Researched and built several systems to solve bottlenecks in current AI systems, including:

  • The ACMS: A human-like memory for AI agents, designed to enable them to recall context associatively like humans.
  • The CDMS: A digital modeling system used to generate a mental model of an operating system, a filesystem, or a single codebase. It maps the digital environment with all its components into a human-like memory, enabling AI agents to have episodic memory.
  • The ACN: A multi-agent system that builds software like human teams. It self-organizes and breaks down complex development tasks continuously in a hierarchy until the task is small enough to code perfectly, producing fully implemented, security-hardened codebases with full autonomy and negligible hallucination.
  • ProCoder: An autonomous software engineering agent that inhabits, understands, edits, and evolves complex codebases with self-verification and self-correction.
  • Obsidian: An experimental thinking machine, engineered to force LLMs to think deeply like humans and produce novel solutions to old, new, and unsolved problems.
JAN 2023 - NOV 2025 ARCHIVED

FULL-STACK DEVELOPMENT

INDEPENDENT CONTRACTOR
  • Web & Automation Systems: Built high-fidelity web applications and Python-based automation systems for diverse clients (including eCommerce, Education, and Services), managing the full lifecycle from concept to deployment.
  • Enterprise ERP Solutions: Built and deployed ERP solutions for businesses, translating client pain points into deployed products. This includes building and deploying an enterprise-grade property management system for hotels and restaurants using the frappe framework, and an accounting app adapted to Nigerian businesses for the Odoo ecosystem.
  • Nerd Master AI: Built an AI-powered engine automating complex research, writing, and study tasks, featuring real-time document generation (PDF, Word, PPT).
  • AI Financial Systems: Built AI-powered financial and market analysis systems, including an AI trading bot for advanced analysis on financial instruments, and the RCV System—a highly advanced multi-stage financial analysis engine utilizing sophisticated pipelines to fetch structured and unstructured stock data (daily market data, Income Statement, Balance Sheet, Cash Flow, macroeconomic indicators, SEC filings, social media, and news sentiment).
JUN 2021 - DEC 2022 ARCHIVED

EMBEDDED SYSTEMS ENGINEERING

TEGASSEN NIGERIA LTD
  • Smart Security Systems: Built and deployed smart security systems including but not limited to perimeter fence security, location tracking, personal alarm systems, and smart dangerous person detection systems.
  • Automation Ecosystems: Architected home, school, and business automation solutions, including but not limited to access control, class attendance, and digital bell systems for churches.
  • Mobile Control Interfaces: Developed intuitive mobile applications and web applications to provide seamless, centralized control over all smart hardware deployments.