Oliver Midbrink
AI/ML Engineer & Full Stack Developer
Specializing in artificial intelligence, machine learning, and full-stack development with experience in biomedical research.
About Me
I'm a multidisciplinary professional with expertise in AI/ML engineering, full-stack development, and biomedical research. My passion lies in creating innovative solutions at the intersection of technology and science.
Software Development
Experienced in full-stack development with expertise in React, Next.js, TypeScript, and various backend technologies. I build responsive, accessible, and performant web applications.
AI & Machine Learning
Specialized in developing AI models for various applications, including LLMs for synthetic micropeptide generation and transformer models for sequence classification. Proficient in JAX and PyTorch.
Biomedical Research
Background in biomedical research with experience in experimental design, immunostaining, microscopy, and data analysis. Passionate about applying technology to solve complex biological problems.
Work Experience
My professional journey spans multiple disciplines, from AI/ML engineering to software development and biomedical research.
Artificial Intelligence & Machine Learning
Karolinska Institutet Scholarship
Karolinska Institutet
- •Developed LLM AI models for generating novel synthetic micropeptides.
- •Applied transformer models for sequence classification of micropeptide cellular localization.
Machine Learning Engineer (Consulting)
BioBloxx AB
- •Modified a state-of-the-art model (Transformer base + U-Net segmentation head) to integrate additional input data alongside DNA sequences.
- •Designed a learned cell-type embedding added to the transformer output before the U-Net segmentation.
- •Used JAX and Haiku for model implementation.
Software Engineering & Development
Full Stack Developer
Izano Health AB
- •Developed an Ionic-based (React Native extension) mobile app for iOS/Android.
- •Integrated Auth0 authentication and built a FastAPI backend.
- •Implemented an algorithm for personalized, time-dynamic user recommendations and health advice.
- •Developed an admin dashboard for monitoring app user groups.
Software Engineer
We Know IT
- •Developed a QR-code-based attendance system for KTH Union meetings.
- •Project leader responsibility in software engineering projects.
Research & Biomedical Science
Research Assistant
Göteborg University
- •Assisted with medical research in cartilage and bone physiology.
- •Designed and planned an experiment to test a potential osteoarthritis drug candidate.
- •Conducted immunostaining, cryosectioning, confocal microscopy, lipid-nanoparticle research, and data analysis.
Leadership & Management
Team Leader
We Know IT
- •Led a team in delivering software solutions.
- •Managed and coordinated project development.
Skills & Expertise
A comprehensive overview of my technical skills and areas of expertise.
Programming Languages
AI & Machine Learning
Web Development
Mobile Development
DevOps & Tools
Research & Data Analysis
Get In Touch
Have a project in mind or want to discuss potential opportunities? Feel free to reach out!