About Me

Who is John Bagiliko?

John Bagiliko

John Bagiliko

Machine Learning | Data Science | Remote Sensing | Climate Science | Climate Change | Deep Learning

I am currently a PhD student at the University of Rwanda. My PhD is fully funded by a scholarship from the Carnegie Corporation of New York, given through the African Institute for Mathematical Sciences. I am researching on how to leverage machine learning to improve satellite rainfall estimates for African rain-fed agriculture. I obtained a BSc. Mathematics from the University for Development Studies, Navrongo, Ghana, in 2017. I subsequently obtained an MSc. Mathematical Sciences (Big Data and Computer Security) from AIMS Senegal, in 2019. My research interests include data science, machine learning, remote sensing, climate change, climate science, and applied mathematics. I was recently a research scholar at the International Crops Research Institute for the Semi-Arid Tropics, ICRISAT, Mali where I researched on leveraging machine learning with satellite images for plot delineation in the African rain-fed agriculture setting.

Professional Achievements

A showcase of awards, scholarships, certifications, and key projects

Awards, Scholarships and Grants

Heidelberg Laureate Forum Young Researcher
Heidelberg Laureate Forum
2024
Selected as one of 200 young researchers globally to participate in the 11th Heidelberg Laureate Forum (HLF) in Heidelberg, Germany.
SAP Grant
SAP SE
2024
Selected among 20 participants to receive the SAP Grant, covering all expenses for the 11th Heidelberg Laureate Forum in Heidelberg, Germany.
Poster Award
Deep Learning Indaba 2023
2023
Won a poster prize for presenting work at Africa's biggest data science/machine learning gathering, receiving a signed copy of the book "Deep Learning".
IndabaX Poster Award
IndabaX Rwanda Workshop at ICLR 2023
2023
Second-best poster presenter at IndabaX Rwanda, 2023, receiving a cash prize of 400 USD.
AIMS - Carnegie Scholarship
Carnegie Corporation of New York
2021
Awarded this prestigious scholarship, fully funding my Ph.D. program.
Winner, Johnson & Johnson Africa Science Week Champions of Science Storytelling Challenge
Johnson & Johnson
2020
Entry selected as one of five winning stories in Africa, receiving a prize of 5,000 USD.
First Runner-Up, Zindi Hackathon
Zindi
2019
Key player in a 3-member team placing second out of over 100 participants in a machine learning hackathon in Kigali, Rwanda, receiving 1000 USD.
Google Grant
Google
2019
Received a Google grant worth 750 USD to present a poster on research at the Deep Learning Indaba 2019, Nairobi, Kenya.
Country-Level Winner (Ghana), DataHack4FI Season 3
DataHack4FI
2019
Proud data enthusiast of the country-level first-prize winning team of the DataHack4FI Season 3 Innovation Award, receiving 5000 USD for the team.
Microsoft Award
Ghana Data Science Summit
2019
Third-best poster presenter at the IndabaX Ghana, 2019 poster presentations, receiving 25 USD.
Next Einstein Full Initiative Scholarship
Next Einstein Initiative
2017
Awarded this prestigious scholarship, fully funding my master's program.

Licenses, Certifications & Key Projects

Convolutional Neural Networks
DeepLearning.AI
Dec 2025
Understanding and applying Convolutional Neural Networks in real-word applications
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Field delineation with satellite imagery using deep learning
ICRISAT Mali
May 2021 - Oct 2021
Applied deep learning techniques to delineate fields using satellite imagery.
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Dog breed image classification using transfer learning
Udemy
May 2020
Developed a model for dog breed classification using transfer learning techniques.
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Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
DeepLearning.AI
Mar 2020
Advanced techniques for optimizing deep neural networks.
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Neural Networks and Deep Learning
DeepLearning.AI
Feb 2020
Fundamentals of neural networks and deep learning architectures.
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Deep Learning For Computer Vision
Udemy
Jan 2020
Applied deep learning techniques to computer vision problems.
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Django | Build & Deploy Fully Featured Web Application
Udemy
Jan 2020
Hands-on experience with Python and Django through a real-word project.
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Machine Learning Practical Workout | 8 Real-World Projects
Udemy
Jan 2020
Hands-on experience with machine learning through real-world projects.
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Microsoft Professional Program in Data Science
Microsoft
Dec 2019
Comprehensive data science program covering the full data science lifecycle.
Credential ID: A03A0BE8-D2CE-42A3-8D8E-4B447FA360AF
Detect and classify Pneumonia from x-ray images using deep learning
Kaggle
2019
Developed a deep learning model to detect and classify pneumonia from chest x-ray images.
View on Kaggle

Tools & Software

I am proficient at using the following tools and software:

Data Science & Machine Learning

Software Development

Remote Sensing & GIS

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My Contact Info

Contact me for more information.

  • +233 20 874 0869 / +233 55 322 6200 / +250 79 000 3743
  • john.bagiliko@aims-senegal.org / jbagiliko@aimsric.org / john@africlimate.ai
  • Remera, Kigali, Rwanda

Curriculum Vitae