Our Tools
Tools
Every tool at Sanlab is a research output turned into something deployable. Browse our tools, download their documents, and explore what we are building.
Accessible Technology · Local Language
A block-based programming environment with Luganda language support. Learners write code visually in their local language — no English required.
Frontier Technology · TinyML
An interactive AI/ML exploration platform with CNN Explorer, Attention Visualiser, Gradient Descent simulator, and AI Glossary — all running in the browser.
TinyML · Neural Network · Local Language
Drag-and-drop blocks to build and train neural networks with TensorFlow.js. Luganda language support built in. No Python or terminal required.
TinyML · Traditional ML
Build traditional machine learning pipelines visually using scikit-learn blocks. Select algorithms, preprocess data, and evaluate models — no code needed.
TinyML · Embedded Systems
A web-based TinyML studio covering the full pipeline — data, training, quantization, and export to Arduino-ready .h files. No local setup required.
TinyML · Robotics
Train ML models on rover and sensor data and export directly to Arduino. Includes real mission-simulation datasets for Mars, Moon, Venus, and asteroids.
Education Simulations · Physics
Interactive browser-based physics simulations covering vectors, motion, and waves. Hands-on physics exploration with no lab equipment needed.
Education Simulations · Chemistry
3D chemistry simulations covering atomic structure, electron configuration, covalent and ionic bonding. Built for O-Level and A-Level learners.
Accessible Technology · Web Dev
A lightweight browser-based HTML editor with syntax highlighting and code folding. No installation needed — learn web development from any device.
Accessible Technology · Web Dev
A focused CSS coding environment with syntax highlighting, code folding, and linting. Part of the Sanlab accessible web development suite.
Accessible Technology · Web Dev
Browser-based JavaScript editor completing the web dev trio alongside HTML and CSS Studio. Full front-end environment, zero installation required.
Local Language Programming
A specialized editor for developing and testing programming grammar in local African languages. Supports the broader local language programming initiative.
Local Language Programming · Research
Research and documentation developing programming terminology translations for African languages — the linguistic foundation for all Sanlab local language tools.
Accessible Technology · Data Science
A browser-based Python data analysis environment. Explore, manipulate, and visualize data with Pandas — no local Python installation required.
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