FOKAM NINYIM ASTRIDE MELVIN (Preferred)
FOKAM NINYIM ASTRIDE MELVIN
Joined
February 2025
Names
Emails
****@aims.ac.za (Confirmed)
Personal Links
Career & Education History
MS student
AI for Science , African Institution from Mathematical Science (South Africa) (aims.ac.za)
2025 – 2025
MS student
mathematical science, University of Stellenbosch (sun.ac.za)
2025 – 2025
MS student
computer science, University of Yaoundé 1 (univ-yaounde1.cm)
2022 – 2024
Undergrad student
computer science, University of Yaoundé 1 (univ-yaounde1.cm)
2019 – 2022
Advisors, Relations & Conflicts
Expertise
Generative AI
, GANs
, diffusion models
, super-resolution
, geospatial data
Present
NeuralGCM
, downscaling
, high-resolution climate modeling
Present
Remote sensing
, satellite imagery
, UAV (drone) imagery
, geospatial analysis
Present
Computer vision
, object detection
, segmentation
, counting models
Present
MobileViT
, U-Net
, lightweight deep learning models
Present
Renewable energy
, solar panel detection
, solar water heater detection
Present
Xarray
, geospatial data processing
, climate data analysis
Present
Natural language processing
, large language models
, text generation
Present
AI for robotics
, reinforcement learning
, autonomous systems
Present
AI for social good
, sustainability
, climate adaptation strategies
Present
Physics-informed machine learning
, AI for environmental sciences
Present
Mathematical modeling
, Bayesian methods
, probabilistic AI
Present
Deep learning for time-series forecasting
, weather prediction
Present
Computational sustainability
, AI for disaster prediction and mitigation
Present
Fairness in AI
, ethical AI
, AI policy for climate action
Present
Multi-modal learning
, fusion of text
, image
, and geospatial data
Present
Synthetic data generation
, AI-driven simulation
Present
Graph neural networks
, spatiotemporal modeling
, geospatial deep learning
Present
AI applications in developing regions
, AI for Africa
Present
Climate AI
, deep learning
, precipitation forecasting
2025 – 2028