works I've done in the past
Geosemantics
Geo-Visualization of Road Accident and Traffic Congestion Hotspots for Real-Time Traffic Optimization, Mobility Planning, and Commuters’ Safety Using Traffic Reported Social Media Posts.
Personalised and Localised Learning Leveraging Large Language
AI Models for Science Education
This is an EdTech solution that leverages OpenAI GPT-3.5 for natural language processing (NLP) and content generation and both Python and SQL for data analysis. The integration of Whisper, OpenAI's powerful automated speech recognition system, enhances the tool's speech-to-text capabilities.
Additionally, the incorporation of text-to-speech and text-to-video models with localized avatars ensures a seamless transformation of generated content into visually enriched and engaging video lessons. The technical framework is further bolstered by the LangChain architecture, providing adaptability and intelligence to the learning platform.
Trafrika
Proposed solution addresses Lagos' lack of real-time road traffic conditions using real-time data, user-centric approach, alternative routes, arrival time predictions, sustainable transport system, and continuous improvement.
Large Language Models for locally nuanced,
multimedia Science
Learning content development
A proposed solution that uses advanced AI language models to create educational science content that is tailored to local contexts and includes multimedia elements. These models can analyze and understand complex scientific topics and then generate text, images, and possibly other media types that are specifically adapted to the cultural, linguistic, and educational needs of different local audiences. It also analyzes the learning trends and patterns of the learners and recommends content accordingly. This solution won The Bill and Melinda Gates Foundation Grant in Education in 2023.