Skills

GIS & Remote Sensing

GIS Platforms & Field Surveying
- ArcGIS Pro
- QGIS
- Google Earth Engine
- ArcGIS Online & Experience Builder
- 📡 GNSS / RTK positioning
- 📐 Total station operations
- 🗺️ Cadastral & boundary survey
- 💾 Geodatabase management
Remote Sensing & Web Mapping
- 🛰️ Satellite imagery analysis (Sentinel-1, Sentinel-2)
- 🌍 Land use & land cover mapping
- 🌧️ Climate & drought monitoring
- 📊 Change detection
- Leaflet.js
- ArcGIS Dashboards
- GitHub Pages deployment

Python & R
- Python: pandas, NumPy, matplotlib
- scikit-learn (Machine Learning)
- 🧱 Object-Oriented Programming (OOP)
- Google Earth Engine API
- R for spatial analysis (sf, terra)
- Interactive mapping with leaflet
- 📈 Statistical analysis & visualisation
Data, SQL & Visualisation
- SQL for database querying
- PostGIS spatial databases
- 🗄️ Geodatabase design & management
- 🧹 Data cleaning & wrangling
- 🔮 Predictive modelling
- Power BI
- Tableau
- Advanced Excel

AI & Automation
- Generative AI & prompt engineering
- ⚙️ Workflow automation
- 🔁 AI-augmented data pipelines
- 🎓 ALX AI Career Essentials certified
Professional Tools
- Slack
- Trello
- Miro
- GitHub & version control
- MkDocs & GitHub Pages
- 📝 Technical report writing

Certification	Issuer	Focus Area
GIS Expert	RCMRD	GIS & Spatial Analysis
GIS Advanced	RCMRD	GIS & Spatial Analysis
Conservation Mapping M2 to M4	RCMRD	Environmental GIS
Going Places with Spatial Analysis	Esri	GIS
Making an Impact with Modern Geo Apps	Esri	Web GIS
Data Science	ALX Africa	Data Science & ML
Python Programming	ALX Africa	Programming
Data Analytics	ALX Africa	Data Analytics
Machine Learning	ALX Africa	Machine Learning
AI Career Essentials	ALX Africa	Artificial Intelligence
Professional Foundations	ALX Africa	Professional Skills
Virtual Assistant	ALX Africa	Professional Skills
B.Tech Surveying Technology	TUK	Surveying & GIS
FIG Young Surveyor Grant	FIG Foundation	Achievement