Geospatial Data Scientist · Soil Spectroscopy & ML · Remote Sensing · AI for Agriculture
🌍 Burkina Faso | 🌱 Building AI tools for agriculture, soil science & environmental monitoring
- 🔬 I work at the intersection of soil science, remote sensing, and machine learning
- 🌾 Building dakikobo — an AI-powered agricultural advisor for smallholder farmers in Burkina Faso
- 📡 Interested in soil spectroscopy, chemometrics, and geospatial AI
- 💻 I also build fun generative AI web apps in my spare time
- 💬 Ask me about soil spectral modeling, GIS, or building with LLMs
| Repo | Description |
|---|---|
| mssl | Moroccan Soil Spectral Library — an open spectral library for everyone |
| soil_spec | Vis-NIR soil spectroscopy models for soil property prediction (R) |
| soil_spec_som_pred | Machine learning models for Soil Organic Matter (SOM) prediction |
| soil | Soil Organic Matter prediction workflows |
| Repo | Description |
|---|---|
| dakikobo | 🏆 AI-powered agricultural advisor for smallholder farmers in Burkina Faso (RAG + Gemini) |
| AgroHydrology-Hybrid-Model | Hybrid Physics-AI model (Mini-SWAT + Random Forest) for rainfall-runoff prediction |
| predictive-agriculture-model | Logistic Regression to classify crop types from soil measurements (N, P, K, pH) |
| Repo | Description |
|---|---|
| crewai-agents-experiments | CrewAI multi-agent experiments — music, books & travel recommendations |
| data_science_learning_journey | My data science learning notebooks & exercises |
| Repo | Description |
|---|---|
| auto_read_me_generator | Drag & drop your code to auto-generate a README.md (TypeScript) |
| vibe_music_by_your_mood | Mood-based Spotify playlist suggester powered by AI |
| memes-generator | Random meme generator powered by AI Studio |
| NNN | AI-generated wild news & conspiracy stories (satire app) |
| birthday-card-designer | Birthday card designer powered by Gemini |
| ai_studio_apps | Collection of experimental web apps built with Google AI Studio |
| watiqai | AI-powered web application |
| Repo | Description |
|---|---|
| MORAWA-dev.github.io | My personal website |
| albarka.github.io | Personal bio and interests page |
| yacou-portfolio | Portfolio website built with HTML & CSS |
| portfolio-mohamadi | Portfolio for KABORE Mohamadi |
| Repo | Description |
|---|---|
| html-portfolio | HTML project from Angela Yu's Udemy course |
| project-making-flag-of-burkina | Burkina Faso flag built with HTML & CSS |
| git-journey | Learning Git — commands & workflows |
| hello-git | First steps with Git |
🧠 AI/ML & Deep Learning (click to expand)
| Repo | What it is |
|---|---|
| transformers | HuggingFace Transformers library |
| nn-zero-to-hero | Karpathy's Neural Networks: Zero to Hero |
| fastbook | The fast.ai book (Jupyter Notebooks) |
| d2l-en | Dive into Deep Learning — interactive book |
| qlora | QLoRA: Efficient Finetuning of Quantized LLMs |
| GLM-4.5 | GLM-4.5 Foundation Models |
| LiveBench | LLM Benchmark |
| cutile-python | GPU parallel kernel programming (NVIDIA) |
🔧 AI Engineering & Agents (click to expand)
| Repo | What it is |
|---|---|
| llm_engineering | Mastering LLM Engineering course |
| agents | Complete Agentic AI Engineering Course |
| agentic-ai-public | Agentic Workflow course |
| GoogleAIAgentsIntensives | Google's 5-day AI Agents course |
| aisuite | Unified interface to multiple AI providers |
| aie-book | Resources for AI Engineers book |
| ai-hero | AI Hero course material |
| ai-hands-on | Learn AI from scratch notebooks |
| awesome-generative-ai-guide | Generative AI research & interview resources |
| generative-ai-for-beginners | Microsoft's 21 Lessons on GenAI |
| opencode | Open source coding agent |
| firecrawl | Web Data API for AI |
| phoenix | AI Observability & Evaluation |
| adk-samples | Google Agent Development Kit samples |
| sc-gemini-cli-files | Gemini CLI resources |
| gemini-browser | Gemini Computer Use on Browserbase |
| smolvlm-realtime-webcam | SmolVLM real-time webcam demo |
| chess_human_vs_ai | Human vs AI chess (GPT/Claude) |
📐 ML Systems Design & Data Science (click to expand)
| Repo | What it is |
|---|---|
| machine-learning-systems-design | ML Systems Design booklet |
| A-Curated-List-of-ML-System-Design-Case-Studies | 300+ ML system design case studies |
| Made-With-ML | Production-grade ML applications |
| Data-Science-Projects | Collection of DS projects in Python |
| Multiverse_of_100-_data_science_project_series | 100 data science projects |
| data-science-from-scratch | Data Science From Scratch book code |
🛰️ GIS, Remote Sensing & Earth Science (click to expand)
| Repo | What it is |
|---|---|
| geoai | GeoAI: AI for Geospatial Data |
| intro-gispro | Intro to GIS Programming book code |
| imagery-explorer-apps | Esri Imagery Explorer web apps |
| GlobalEarthPoint | Global vector point data access |
| geodjango-from-dev-to-dep_ibdeloyment | GeoDjango Web-GIS course |
| contour | Convert 2D maps to flyable 3D terrain |
| arosics | Automated Image Co-Registration Software |
| RSYC | Remote sensing forest yield curves |
| Discharge-variability-river-mobility | River mobility & water discharge research |
| ARSET_Drought_Monitoring_Prediction | NASA ARSET drought monitoring training |
| pm25_and_disparity | PM2.5 exposure disparities research |
🧪 Soil & Chemometrics (click to expand)
| Repo | What it is |
|---|---|
| CAC-2026-open-source-chemometrics | Open-source chemometrics for NIR spectroscopy |
| ossl-models | OSSL calibration models & tutorials |
| Soil_microbium_predictions | Soil microbiome prediction models |
| Contaminant_Sampling_Intensity | Contaminant sampling research |
| diPLSlib | Domain-invariant PLS regression |
| CTVPdtw | Chemometrics DTW methods |
| AgriGenius | AI Agriculture Chatbot |
🐍 Python & Programming Learning (click to expand)
| Repo | What it is |
|---|---|
| 100-days-of-python | 100 Days of Python Bootcamp |
| Complete-Python-3-Bootcamp | Python 3 Bootcamp (Udemy) |
| python-training | Python for business analysts |
| julia | The Julia Programming Language |
| education-toolkit | Educational materials for universities |
💬 RAG & Chatbots (click to expand)
| Repo | What it is |
|---|---|
| starting-ragchatbot-codebase | RAG chatbot starter code |
| ragchatbot-codebase | RAG chatbot implementation |
🛠️ Tools & Misc (click to expand)
| Repo | What it is |
|---|---|
| ai-job-search | AI-powered job application framework |
| cursor-reset | Cursor editor device ID reset |
| claw-code | Viral coding repo |
| fabric | Hyperledger Fabric |
| swot | Identify university email domains |
| dicom | DICOM medical image parser |
| kanye.rest | Kanye West quotes API |
| rstudio-themes | RStudio themes collection |
| dandi | Neuroscience data archive |
| dev-environment-files | Dev environment config files |
| TUTORIALS | Tutorials collection |
Domains: Soil Spectroscopy (Vis-NIR) · Chemometrics · Remote Sensing · RAG & LLMs · Generative AI
