Opeyemi Bamigbade
Opeyemi Bamigbade

Opeyemi Bamigbade

AI/ML Engineer · PhD Researcher

Ireland
Open to AI Engineering || Research Engineering Roles

Why AI research and engineering

I build AI systems to create value, and I love seeing engineering turn ideas into outcomes. But what happens when a system has given all the value that optimisation alone can unlock? That is where research becomes my next lens: a way to question what the model is doing and find new directions for the system to create value. Research and engineering keep each other honest, grounded in real-world constraints and curious about what is still possible.

PhD Research

  1. Developed Semantic View Induction for Object-Guided Scene Structuring.
  2. Developed VAAS: Vision Attention Anomaly Scoring for image-manipulation detection.
  3. Explored how auxiliary features can improve embedding separability in computer vision.
  4. Mapped the field with a systematic review of computer vision for multimedia geolocation.
  5. Started PhD research in computer vision at South East Technological University.
Publications

AI/ML Engineering

  1. Built a model-serving library, AI workflow automation, and a GPU inference stack.
  2. Insurance-claims automation at Curacel, improving claims throughput by 9%.
  3. Eligibility scoring and recommendation workflows at Philanthrolab.
  4. Machine-learning applications in healthcare at Clinify.
  5. Applied ML and NLP systems at Data Science Nigeria.
Engineering experience

Writing

I enjoy writing as a way to connect research and engineering: sharing what works, the decisions behind it, and what each world can learn from the other.

Browse writing Medium

Let’s talk

Open to AI engineering and research engineering roles, consulting, and thoughtful collaborations.

Get in touch