AUA Y A N F E User
@ayanfeuser
Engineer and technical founder specializing in production ML systems, deep learning, and MLOps.
NigeriaWhat I'm looking for
I am an engineer and technical founder focused on building production-ready ML systems, deep learning models, and MLOps pipelines that move AI products from prototype to scale.
I have built and deployed multiple AI products, including a budgeting engine with 92% classification F1 and a reinforcement-learning load balancer that reduced solar energy waste by 40%, and I hold the Google TensorFlow Developer Certificate.
My strengths include NLP, computer vision, edge ML deployment, geospatial data modeling, and end-to-end MLOps—using tools like TensorFlow, PyTorch, FastAPI, Docker, GCP/AWS, and CI/CD to deliver reliable, performant systems.
Experience
Work history, roles, and key accomplishments
CEO & Lead AI Engineer
Kapade
Jan 2023 - Present (2 years 11 months)
Architected and launched Cash Compass, a microservices AI budgeting platform serving 500+ users; built ML pipelines achieving 92% F1 for transaction categorization and reduced inference p95 to <150ms via containerized GCP deployments and A/B testing.
AI Systems Consultant
Inter Trade Limited
Jan 2023 - Dec 2024 (1 year 11 months)
Engineered an AI-driven electrical load calculator combining LSTM time-series and geospatial features to predict PV configurations, eliminating manual solar sizing errors by 85% and reducing onboarding from 3 days to 4 hours.
Trainee, ML Engineering
Google Developers Bootcamp
Jan 2022 - Dec 2023 (1 year 11 months)
Completed 800+ hours of ML engineering training, earned TensorFlow Developer Certificate (95th percentile), and built production CNN for defect detection achieving 94% top-1 accuracy and F1 0.91 with TensorFlow Serving deployment.
Education
Degrees, certifications, and relevant coursework
UBUniversity of Benin
Bachelor of Science, Geology & Earth Sciences
Grade: Second Class Upper
Completed a Bachelor of Science in Geology & Earth Sciences with Second Class Upper honours.
Availability
Location
NigeriaAuthorized to work in
Website
oye-bobs.github.ioPortfolio
oye-bobs.github.ioJob categories
Skills
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