Himalayas logo
A Y A N F E UserAU
Open to opportunities

A Y A N F E User

@ayanfeuser

Engineer and technical founder specializing in production ML systems, deep learning, and MLOps.

Nigeria
Message

What I'm looking for

I seek roles where I can lead production ML initiatives, build scalable MLOps pipelines, and deliver measurable impact in AI-driven products within collaborative, growth-focused teams.

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

KA
Current

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.

IL

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.

GB

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

University of Benin logoUB

University 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.

Find your dream job

Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan
A Y A N F E User - CEO & Lead AI Engineer - Kapade | Himalayas