# Johnmicheal ™ > engineering intelligence @ Lua (YC F25) Location: San Francisco, California, United States Profile: https://flows.cv/johnmicheal ## Work Experience ### Course Representative @ Nottingham Trent Students'​ Union Jan 2026 – Present ### Software Engineer @ Lua AI Jan 2025 – Present | San Francisco Bay Area making llm go brrrrr -- passionate about writing .md files ### Technical Officer @ AI Robotics Society (NTU) Jan 2025 – Present | Nottingham, England, United Kingdom - Assisted in developing and maintaining robotics and AI projects within the society. - Helped set up hardware, software, and other technical resources for workshops and events. - Supported teams with troubleshooting and testing during project builds. - Researched tools and frameworks to improve ongoing AI and robotics projects. ### AI Engineer @ Stealth AI Startup Jan 2025 – Jan 2025 | Spain & LATAM • Founding engineer at a stealth AI startup building multi-agent systems and MCP (Model Context Protocol) integrations across fintech APIs (Paystack, Stripe), productivity tools (Slack, GitHub), and internal client SDKs. • Designed and deployed AI infrastructure using Vercel AI SDK with tool-calling pipelines, dynamic context windows, memory handling, and prompt chaining for agent orchestration and RAG-based workflows. • Worked with models like GPT, Gemini, Claude, and Google AI Overview to fine-tune LLMs for AI search perception, sentiment tracking, and customer support agents tailored for marketing and CX teams. ### Software Engineer @ Greynote Ltd. Jan 2023 – Jan 2025 | Lagos State, Nigeria Led the architecture, engineering, and end-to-end deployment of the Greynote platform, a modular edtech system consisting of 7 tailored applications: Greynote for Schools, Teachers, Parents, Bursars, Creators, Sales Agents, and Super Admin. System Design & Infrastructure - Architected the platform as a multi-tenant Progressive Web Application (PWA) using Next.js (TypeScript) for frontend and Node.js + GraphQL for the backend. - Designed role-based access layers and granular permission control across modules. - Deployed across Ubuntu servers with Docker and NGINX, with CI/CD pipelines handling releases. - Implemented Redis for caching, MikroORM for PostgreSQL ORM, AWS S3 for asset storage, and SES (via Resend) for transactional email. Feature Development - Built real-time notification and chat systems with WebSockets. - Implemented secure wallet-based microtransactions, CSV-based bulk importers, PDF generators, and multi-account switching. - Developed financial tools for bursars to track tuition, generate invoices, and manage expenses. AI & ML Integration - Fine-tuned LLMs for education-specific use cases to create Greynote AI, a teaching assistant that generates lesson plans, assessments, and class summaries. - Integrated a retrieval-augmented generation (RAG) pipeline for lesson support and student Q&A. - Designed multi-step prompt flows with context memory and moderation filters. Content Delivery & Ranking - Developed a custom algorithm for ranking user profiles, lesson videos, and creator content using metadata, engagement, and preferences. - Set up a CDN-backed content delivery system using Bytescale for transcoding and media optimization. Internal Tools & Operations - Built internal dashboards for the affiliate sales program, moderation tools for admin staff, and performance analytics for school operators. - Led technical hiring: screened applicants, conducted interviews, and onboarded developers and designers to the team. ### Software Engineer @ Greynote Ltd. Jan 2022 – Jan 2023 | Lagos State, Nigeria - Conducted extensive research and produced a comprehensive case study on the design and development of an online student management platform for schools to ensure alignments with user needs and keep designs trendy and consistent. - Utilized cutting-edge front-end technologies, including TypeScript, Next.js, and React, to build a high-fidelity prototype that perfectly aligned with the design requirements. - Developed the platform's robust back-end architecture and API using Node.js, Express.js, and GraphQL, while also designing an efficient database relational mapping system with Mikro-ORM and PostgreSQL.. - Additionally, managed user sessions and cache storage with Redis to ensure optimal performance and security. - Successfully deployed and running maintenance on a virtual private server, using pm2 to maintain & manage the Node.js application process runtime ### Product Design Engineer @ 3Line Card Management Limited Jan 2022 – Jan 2023 | Ado Odo/Ota, Ogun State, Nigeria As a Frontend Engineer, I worked on the Quasar Payment System project for the 3Line Hackathon. Researched and designed the case study for the product - Quasar Pay Utilized Typescript and Next.js to build the fintech themed dashboard including data visualization using charts. Crafted the pitch deck points and presentation slides ### Junior Network Engineer @ Covenant University Jan 2021 – Jan 2021 | Otta, Ogun, Nigeria Tools and Skills used: Cisco Packet Tracer, Linux OS, Routing Protocols, Python, JavaScript. I worked with 2 departments, the network operating center(NOC) and software department where I reported directly to the director of CSIS. I had a lot of experience but just to list a few things I did and gained. * Gained a deeper understanding of large scale network infrastructure topologies and protocols like OSPF, BGP, WAN/WLAN, etc. * Installed and configured surveillance IP cameras * Monitored and tested wireless networks using wireshark, traceroute, nmap, cisco cli, IP Tracker and Linux OS * Installed and configured Wireless Access Points in an office space * Developed a captive portal for the access points for the entire university using javascript ## Education ### Master of Science - MS in Computer Software Engineering Nottingham Trent University ### Bachelor of Engineering - BE in Information and Communication Engineering Covenant University ### Diploma of Education in Organizational Leadership Covenant University ## Contact & Social - LinkedIn: https://linkedin.com/in/johnmiicheal - Portfolio: https://johnmicheal.vercel.app - GitHub: https://github.com/johnmiicheal - Portfolio: https://twitter.com/johnmiiiicheal --- Source: https://flows.cv/johnmicheal JSON Resume: https://flows.cv/johnmicheal/resume.json Last updated: 2026-04-11