Job Search Agent
FastAPI · LangGraph · PostgreSQL
A multi-user job intelligence pipeline that filters deterministically before LLM scoring, then persists explainable results and sends idempotent digests.
Lagos, Nigeria · Backend and AI Engineer
Backend engineer designing reliable systems.
I build backend and AI systems that stay dependable when the real world gets messy.
Selected work
Focused case studies in reliable automation and applied machine learning.
Melanoma Detection
EfficientNet · BiLSTM · Streamlit
A Streamlit research prototype that turns a trained EfficientNetB6 + BiLSTM model into an interactive lesion-image classification workflow.
Experience
Recent backend and cloud work. Full history is in my résumé.
Backend Engineer
AwaLedger
Built the FastAPI financial backend and its detached AI-processing path using clean architecture, PostgreSQL, transactional outbox delivery, Pub/Sub, Redis duplicate locks, typed Gemini output, and secure callbacks.
Backend Engineer
Tog Lab
Built NestJS services, authentication flows, relational data access, serverless document pipelines, and retrieval-augmented conversational systems on AWS.
AWS Cloud Instructor
HiiT Plc.
Taught practical cloud fundamentals across compute, storage, networking, security, and databases using the AWS console and command line.
Volunteering
Helping learners explore programming and machine learning through practical projects.
AI+ Volunteer Tutor
Data Science Nigeria · AI Club for School
Introduced 12 pupils in grades 4–6 to AI and Scratch through hands-on exercises, then guided them in building a catch-an-apple game.
Volunteer Tutor
Programming Workshop for Scientists in Africa
Facilitated breakout sessions in a two-week workshop, helping scientists practice Python and introductory machine learning and complete a group book recommender project.
AI Invasion Facilitator
Data Science Nigeria
Co-facilitated a five-day introduction to machine learning with Python exercises, then introduced participants to Kaggle challenges and joined a four-day hackathon.
Education
Mathematics, machine learning, cloud, and software development.
Software Development
elev8 · Microsoft
Professional software-development training.
AWS re/Start Graduate
HiiT Plc.
Cloud foundations covering AWS infrastructure, operations, security, and support.
AWS Machine Learning Nanodegree
Udacity
Applied machine-learning workflows and deployment on AWS.
MS Mathematics
University of Ibadan
Dissertation: Optimizing Deep Neural Networks and Classifying Plant Disease using ConvNets.
BS Mathematics
Federal University of Agriculture, Abeokuta
Undergraduate study in mathematics.
How I work
I care most about the seams where reliable software usually fails: ownership boundaries, retries, duplicate delivery, weak connectivity, expensive model calls, and incomplete observability.
My work spans Python and TypeScript services, relational data modeling, asynchronous jobs, cloud infrastructure, and applied language models. I prefer explicit invariants and small operational surfaces over fashionable complexity.