🔥 Currently Building
🚀 Agentic AI Chatbot for African Agriculture In Progress
A work-in-progress learning project: building a multi-agent system that explores RAG, QLoRA fine-tuning, and CrewAI orchestration to give farmers context-aware agronomic advice.
⭐ Featured Work
SegFormer TileForge
Demo: SegFormer-B0 applied to Sentinel-2 tiles for land-cover segmentation
↗AIbrahim
AI-powered portfolio assistant
↗Llama-3-ELI5
Fine-tuned for simple explanations
🤗 HuggingFace Highlights
🐙 GitHub Activity
@MORAWA-dev · Building in public 🚀
💼 Experience
Data Science Intern — UM6P CRSA
Soil Spectroscopy & ML Modeling. Built automated pipelines for Vis-NIR data, trained RF/SVR models for Moroccan soil predictions.
Remote Sensing — Independent Research
Radar-based crop monitoring using Google Earth Engine, Sentinel-1 SAR, and climate data integration.
AI Engineering Projects
Building Agentic AI systems with RAG, QLoRA fine-tuning, CrewAI orchestration for agriculture applications.
🛠️ Tech Stack
AI & GenAI
RAG Systems, Agentic AI, CrewAI, QLoRA, LangChain, Gradio, Nvidia NeMo
Machine Learning
HuggingFace Transformers, PyTorch, Scikit-learn, Random Forest, PLSR, MLOps
Geospatial AI
Google Earth Engine, SegFormer, Sentinel SAR, QGIS, Rasterio
Languages & Tools
Python, R Shiny, SQL, Docker, Git, Cursor AI
"Stay hungry, stay foolish."
— Steve Jobs
🤖 What the AIs Say
Tongue-in-cheek testimonials from my AI collaborators
"He asks the best questions. Seriously, his prompts make me feel appreciated."
"Taught me everything I know about African geospatial data. Now I can't stop talking about SAR imagery."
"His RAG implementations are so clean, I almost forget I'm hallucinating."
Get in Touch
Have a question or want to work together?