Full Stack Engineer building GenAI and LLM systems that hold up in production, not just in a demo.
- ✨ Forward Deployed Engineer, Python and GCP
- ✨ Backend, full-stack, data engineering, and MLOps/DevOps background
- ✨ Building evaluation harnesses that test AI agent behavior before it ships
- ✨ Published, peer-reviewed researcher: transformer-based LLMs, diffusion models, and generative AI for cybersecurity
- ✨ Formally studied software engineering: MSc (Middlesex University London) and MBA (UNC Kenan-Flagler)
Some things I've built:
- AirflowSpark: a modern data lake built with Minio, Spark, and Airflow, running on Docker
- agentic-prod: production-grade agent orchestration system
- ClearWord (App Store): Bible study app for reading and understanding Scripture, with a Bible reader, flashcards, and quizzes, built in React Native and Supabase
- Scripture Memory Trainer (code): spaced-repetition Scripture trainer in English, Mandarin, Arabic, and Hindi, built for the Frontier Commons Innovation Fellowship
Peer-reviewed publications:
- Deep Learning Application in Sales Automation and Customer Experience Personalization in Small and Medium-Sized Business: A Hybrid Approach Using Transformer-Based Large Language Models and Reinforcement Learning (2025), International Journal of Innovative Science and Modern Engineering
- Multimodal Foundation Models for Unified Image, Video, and Text Understanding
- Advancements in diffusion models for high-resolution image and short form video generation
- Leveraging Generative Artificial Intelligence (AI) for cybersecurity: Analyzing diffusion models in detecting and mitigating cyber threats
- 🌐 ayoremi.com
- 📚 ResearchGate
- 🔬 ORCID