Open SDK & Gateway Connecting N-ATLaS to Real Applications
Led an open-source toolkit that lets developers build with the N-ATLaS language model in Hausa, Yoruba, Igbo, and Nigerian-accented English: a TypeScript SDK, an API gateway with key management and usage limits, and a GPU-served backend for the LLM and speech recognition.
Key impact: Published @openatlas/sdk on npm with three starter kits (Citizen Services, Education, Customer Service), verified end-to-end against the live model.
TypeScript
Cloudflare Workers
D1
Python
FastAPI
Docker
AMD ROCm
AI-Powered Legal Intelligence Platform
Engineered a full-stack legal-tech platform that deconstructs Terms of Service into actionable risk ratings from live URLs, raw text, or file uploads, paired with a real-time multi-language translation layer.
Key impact: Automated multi-language contract risk scoring against global privacy standards, closing compliance blind spots through real-time policy analysis.
Being rebuilt
AI
Blockchain
Software
Portable Build-Memory for AI Agents
Built a persistent build-memory and dataset-generation layer that lets AI coding agents carry project context across sessions and tools, based on a context-file technique I originated. Built for Sui Overflow 2026 and now being rebuilt as an open-core developer tool for portable agent memory on Walrus.
Key impact: Originated the persistent build-memory technique and built it into a working layer as portable agent memory on Walrus.
Sovereign Identity Protocol
Designed a zero-knowledge digital identity protocol on the Sui blockchain enabling secure, privacy-preserving credential authentication without exposing raw personal identifiable information.
Key impact: Formulated reusable, soulbound cryptographic digital credentials optimized for frictionless, compliant decentralized application (dApp) ecosystem integrations.
Sui Move
Move Prover
TypeScript
Rust
Node.js
Git
Sui zkLogin
Edge-Native Recognition & Security Monitoring Intelligence
Built an edge-native computer vision system that lets users query a live surveillance feed conversationally instead of reviewing footage by hand, pairing real-time recognition with a lightweight Llama reasoning layer and gesture-based control, engineered to run on a standard laptop with no dedicated GPU.
Key impact: Build complete and in testing; runs live on a Core i5 with no GPU.
Python
OpenCV
Computer Vision
Meta Llama (via Groq)
Gesture Recognition
Personal Workspace
Personal workspace PWA for layered daily and weekly task planning with persistent check-off.
Active Research
Mechatronics
AI
Edge Computing Agentic Processors (active research)
Designing a plug-and-play edge AI hardware product built on a five-layer agentic intelligence stack, bringing on-device agentic compute to robotics, engineering systems, and locally accessible deployments. Currently at concept, architecture, and simulation-first prototyping stage.
Active Research
Mechatronics
AI
Researching how layered agentic AI structures can be applied to robotics and engineering systems, and prototyping an agentic engineering structure, with ECAPs as the reference architecture.