Batbaina Guikoura

Batbaina Guikoura

PhD Student in Robotics, AI & Precision Agriculture | Data Scientist | AI for Impact

Passionate about applying machine learning, data science, and software engineering to solve real-world problems—especially those impacting Africa's development. With hands-on experience in ML algorithms, data analysis, and generative AI, I combine strong technical foundations with a commitment to innovation and community.

About Me

I'm a dedicated Computer Scientist and Data Scientist currently pursuing a PhD in Robotics, AI & Precision Agriculture at Mohammed VI Polytechnic University (UM6P), Rabat, Morocco. I hold a Master's in Applied Mathematics (Data Science) from AIMS Cameroon and a Master's in Computer Science from the University of Ngaoundéré. I'm passionate about leveraging technology for positive social impact across Africa.


I combine academic excellence with practical innovation. I'm also promoting Numerica Bridge - a startup that accompanies individuals and companies in their digitalization process.


Previously worked as an ICT Technology Development Intern at IFAD, focusing on automatic generation, feature extraction using LLMs, and Agentic AI systems.

Skills & Technologies

Programming Languages

Python Java R

Data Science Libraries

Pandas PyTorch Scikit-learn

Tools & Platforms

MLflow Docker Airflow PowerBI GitHub Postman MySQL Flask AWS ODK

Core Competencies

Machine Learning Data Science Robotics & AI Precision Agriculture Optimization Software Engineering Generative AI APIs Development

Languages

English French

Education

PhD in Robotics, AI & Precision Agriculture

Mohammed VI Polytechnic University (UM6P) | Rabat, Morocco

2025 - Present

Doctoral research at the intersection of robotics, artificial intelligence, and precision agriculture — developing intelligent systems for sustainable food production.

Master's in Applied Mathematics (Data Science)

AIMS Cameroon | GPA: 3.32/4

Aug 2023 - Feb 2025

Relevant coursework: Supervised Learning Methods, Unsupervised Machine Learning, Deep Learning methods and Algorithms, Statistical inferences.

Mastercard Foundation Scholar

Master's in Computer Science

University of Ngaoundéré | GPA: 3.18/4

Feb 2023

Relevant coursework: Network of automata, advanced algorithms and complexity, software engineering, system and network security, optimization, parallel programming.

Bachelor's in Computer Science and Mathematics

University of Ngaoundéré | GPA: 2.67/4

Jun 2020

Relevant coursework: Theory of graphs, Algorithms I-II-III, Software engineering, Cloud computing, Linear algebra, Analysis, Probability theory.

Projects & Research

PhD Research - Robotics, AI & Precision Agriculture

UM6P, Rabat, Morocco | 2025 - Present

Doctoral research at Mohammed VI Polytechnic University focusing on the intersection of robotics, artificial intelligence, and precision agriculture to develop intelligent systems for sustainable and efficient food production in Africa and beyond.

Robotics Precision Agriculture AI Computer Vision

ICT Technology Development - IFAD

Intern | Mar 2025 - 2025

Worked on cutting-edge technology development including automatic generation, feature extraction using LLMs, Agentic AI systems, and data analytics. Also involved in ICT operations, automation, and project management.

LLM Agentic AI Data Analytics

Diool Transaction Analysis API

Data Scientist Intern | Jul 2024 - Dec 2024

Developed machine learning models to analyze user trends and patterns based on their transactions. Designed and implemented middleware RESTful APIs and built CI/CD pipelines.

Machine Learning RESTful API CI/CD Python

Autoencoder-based Plant Disease Detection (View)

Master's Thesis | Jun 2024 - Aug 2024

Developed an Autoencoder-based model specifically designed to detect abnormal plant leaves for early agricultural diagnostics. Winner of Indaba X Chad Hackathon for Rice Disease Detection.

Deep Learning Autoencoders PyTorch Computer Vision

Optimizing Crop Rotation Profit Margin (View)

Master's Thesis | Jul 2022 - Jan 2023

Mathematically modeled the continuous dynamics of resources under the effect of agricultural policy and optimized resource allocation using genetic algorithms.

Optimization Genetic Algorithms Mathematical Modeling Python

Limbe Municipality App

Volunteer Project | 2023

Built a comprehensive application to improve public services in Cameroon, focusing on citizen engagement and service delivery optimization.

Mobile Development Public Services Citizen Engagement

Numerica Bridge Startup (View)

Co-Founder & Promoter | Current

Promoting and developing Numerica Bridge, an evolving startup that accompanies and trains individuals or companies toward their digitalization process.

Digitalization Training Business Development Consulting

Achievements & Certifications

Winner - Indaba X Chad Hackathon

Oct 2024

Rice Disease Detection project - "La détection précoce de pyriculariose du riz au Tchad"

Postman API Fundamentals

Student Expert | Sept 2024

Certified expert in API development and testing using Postman tools and methodologies.

EO College Certificate

ML for Earth Observation | Sept 2024

Advanced Machine Learning Techniques for Earth Observation applications and satellite data analysis.

Mastercard Foundation Scholar

AIMS Cameroon | Aug 2023

Selected as a scholar for excellence in academic achievement and leadership potential.

Excellence Prize

Chad's Best Baccalaureate | Aug 2016

Recognized as one of Chad's best Baccalaureate graduates for outstanding academic performance.

Winner - New AIMS Slogan

Mar 2024

Created the winning slogan: "In Africa's Youth, the Future of Science"

Connect with Me

Phone

+212 614 004 540

Location

Rabat, Morocco

Numerica Bridge

www.numericabridge.com