About Me

I'm a PhD Fellow at the University of South-Eastern Norway working on AI for hematological image analysis in collaboraton with Vestfold Hospital Trust, under the supervision of Profs. Veralia Gabriela , Karl Thomas Hjelmervik and Ola Marius Lysaker.

Previously, I graduated with a distinction in dissertation in MSc Mathematical Sciences (Artificial Intelligence for Science) from the University of Cape Town and the African Institute for Mathematical Sciences (AIMS), South Africa sponsored by Google DeepMind. My dissertation explored multimodal retrieval-augmented generation (RAG) systems for medical education assessment at the Jamieson Lab, Texas, USA.

I also completed a 6 months student research-ship at Google Research, where I contributed to development of causal forecasting models improving food insecurity predictons across multiple countries under the supervision of Dr. William Ogallo.

Before that, I was a Data Science Africa (DSA) Research Fellow, where I worked on computer vision approaches for monitoring recovery of orthopedic patients. I also contractually wrote technical articles for Zilliz to assist AI developers in using Milvus, a popular open-source vector database.

I earned my BSc. Biomedical Engineering from Kenyatta University, Nairobi, Kenya. During my undergraduate, I conducted research at the Centre for Data Science & Artificial Intelligence (DSAIL), where I developed an orthopedic wearable device for recovery monitoring. I also visited Marconi Lab in Makerere University, Kampala, Uganda, where I worked with Dr. Andrew Katumba on developing Swahili speech recognition model, and with Dr. Jan Mikelson on breast cancer literature review for a hackathon participation at the University of Texas Southwestern. Both experiences resulted in peer-reviewed publications. I also interned at Talent Bridge Africa supporting clients with data-driven decision making insights.

I won multiple scholarships to participate in person in international data science events in countries like France, Norway, Greece etc. I also enjoy actively participating in communities such as KamiLimu, IEEE, Toastmasters, where I have organized events, lead new initiatives and mentored others.

Research Interests

My work sits at the intersection of foundation models, representation learning, and robust AI systems, with a focus on developing methods that generalize across domains. Some focus areas include:

Foundation models and multimodal learning for complex visual and structured data such as medical imaging.

Representation learning for fine-grained and high-variance data regimes like cellular analysis.

Robust and trustworthy AI systems for high-stakes applications such as in clinical settings.

Research Visual

ISBI 2026

Multi-Stage Fine-Tuning of Pathology Foundation Models with Head-Diverse Ensembling for White Blood Cell Classification.

A.M Gitau et al.

Research Visual

CVPR 2025

DSAIL-Orthopedia: A computer vision-based software for automated measurements of flexion angle and lower limb alignment.

A.M Gitau et al.

News

FOMO 26, March 2026, Tolhuistuin

Inperson, Amsterdam, Netherlands | Accepted for FOMO 26, and presented a poster.

Deep Learning Indaba, August 2025, Kigali Conference and Exhibition Village

Inperson, Kigali, Rwanda | won a full scholarship to participate in DLI 25.

KamiLimu, June 2025

Nairobi, Kenya | Made the cover of the inagural KamiLimu magazine.

CVPR 2025, Music Center, Nashville, June 2025

Inperson, Nashville, USA | DSAIL-Orthopedia was accepted for CVPR 2025 Demo! Awarded the BP scholarship.

PhysioNet Challenge, May - October 2024

Remote | Won the Data Science Africa 1st prize! Involving classification of ECG Images. Finished 6th out of 16! And published a peer-reviewed manuscript on CinC conference!

Deep Learning IndabaX, Aug 2024, Dedan Kimathi University of Technology

Inperson, Nyeri, Kenya | Won the Africa AI Research Award 2024!

Deep Learning + Reinforcement Learning Summer School, June 2024

Toronto, Canada | Awarded the CIFAR Inclusive AI Scholarship for the 2024 CIFAR Deep Learning + Reinforcement Learning Summer School. (Visa delayed, so I didn't make it)

Data Science Africa, June 2024, Dedan Kimathi University of Technology

Inperson, Nyeri, Kenya | Part of the organising committee.

2023/24 Emerging Leaders in AI, Black in AI, Oct'23 - May '24

Virtual | Among 131 scholars accepted and completed the 8 months program!

Deep Learning Indaba, September 2023, University of Ghana

Inperson, Accra, Ghana | Presented at TrustAI workshop, facilitated a probability session, and presented a poster.

Probabilistic AI School, June 2023 at NTNU

Inperson, Trondheim, Norway | Documented probabilistic machine learning lessons on GitHub and LinkedIn.

Data Science Africa, May 2023 at University of Rwanda

Inperson, Kigali, Rwanda | Documented my learning and implementation on GitHub and LinkedIn.

Breast Cancer Hackathon, March 2023, University of Texas Southwestern

Inperson, Dallas, Texas | Publish our work on Frontier and documented experience on LinkedIn.

Human Cell Atlas (HCA), Cell Atlas Meeting in Nov. 2022

Inperson, at Sorbonne Université, Paris, France | Documented on LinkedIn.

Hands-on Data Analysis for Metabolic Profiling, Nov. 2022, Imperial

Online, London, UK | Won an MRC full fee bursary to Complete the course

Innovation and Entrepreneurship Course, July 2022, EURECA-PRO

Online | Attended 14 lectures by 7 European universities on entrepreneurship & innovation. Certificate.

Data Science Africa, July 2022, Institute of Accountancy Arusha

Inperson, Arusha, Tanzania | Presented an orthopedic wearable device and documented on LinkedIn.

International Students Conference, October 2022, Kyambogo University

Inperson, Kampala, Uganda | Invited by IEEE as student panelist and documented on LinkedIn.

The George B. Moody PhysioNet Challenge, September 2022

Online | Collaborated with Bjørn-Jostein . Developed 2 deep learning models and presented at CinC conference.

FeatureCloud Hackathon, June 2022, University of Hamburg

Online, Hamburg, Germany | Documenting on GitHub.

19th International Summer School BIO-X, May 2022, Orthodox Academy

Inperson, Crete, Greece | Delivered the closing speech and documented my learning on LinkedIn.

Association of Medical Engineers of Kenya (AMEK), December 2021

Inperson, Kakamega, Kenya | Documented my presentation Linkedln.

KamiLimu Mentorship Program, August 2021

Hybrid, Nairobi, Kenya | Among 36 cohort 6 mentees . Completing with the most outstanding attendance and community engagement. Also featured on Medium.

Uvumbuzi Tech Challenge, June-Aug 2021

Remote, Nairobi, Kenya | Contributed in R&D and wrote a blog about our teams work/achievement (prototype).

Launched IEEE CASS, June 2021, Kenyatta University

Inperson, Nairobi, Kenya | Featured on IEEE CASS newsletter.

Digital Fabrication, December 2020, Maker Space, Nairobi University

Hybrid, Nairobi, Kenya | 3D printing, CNC milling and Laser cutter . Certificate.

Value Centered Leadership, April 2020, DePaul University

Online | 16 weeks of value centred leadership . Certificate.

Biomedical Engineer Attaché, May - Aug 2019, Kiambu Level 5 Hospital

Inperson, Kiambu, Kenya | Installed 5+ medical equipment. 50+ preventive maintenance. Across 9+ hosp. departments.

Community Engagement

Committee member 2025/2026, IEEE Student Activity Committe Region 8.

Chair 2023, IEEE Student Branch at Kenyatta University.

Cohort 7 Peer Mentor (2022/2023) at KamiLimu.

Sr. Administrator 2023/24, EMBS Students Activity Committee (SAC)

EMBS Student Mentorship Program Ambassador 2022/2023 IEEE Pulse article.

Founding Secretary 2021, IEEE CASS Kenyatta University Student Branch CASS Newsletter.

Founding President 2022, Toastmaster Gavel at Kenyatta University.

Incoming Global Volunteer Sales Manager at AIESEC, 2022.

Find Me

When I am not seated with my laptop on a desk building my science craftmanship, you can find me:

  1. With friends, walking on the mountains, cycling, singing CL songs, or exploring different cultures, including learning to speak Norwegian.
  2. Reading a book, listening to an audiobook, or watching a documentary, on finance, health, entrepreneurship, wellbeing, founder's memoir, or any piece I find enlightening and fun!
  3. Playing checkers, chess, poker, solving sudokus, or learning to swim.

I love exploring new opportunities of learning and having fun. I'd love to hear your suggestions.

© Antony M. Gitau 2022 - 2026 | Adapted from HTML Codex