Talks & Teaching/Fig. 05 — propagation
Thinking out loud🎙️.
Workshops, classrooms, and the questions that made the method better.

Guest Speaker
22 Aug 2026
Building and Working in the Age of AI: Ask Me Anything
InnovoTech Lab · Online
A practical AMA on how AI is reshaping software and data engineering — and why programming, mathematics and logical reasoning remain non-negotiable foundations in the AI era. The session also explored building AI products around real customer problems, production AI, agents and MLOps, physical AI and robotics, and opportunities in African languages and local challenges.

Workshop Presenter
2026
Building Useful AI Agents with Agno + OpenRouter
Ghana Data Science Summit / IndabaX Ghana
A hands-on workshop on constructing agents that actually do something: tool use, context and memory, orchestration, and multi-agent patterns — with the failure modes included.

Presenter
2025
Software Engineering in the Age of AI
Tech & Beyond Expo · Academic City University
On what changes and what stubbornly does not when the tooling starts writing code with you.

Facilitator
2025
LoRA Fine-Tuning & Vision-Language Models
Ghana Data Science Summit / IndabaX 2025 · Ashesi University
Guided participants through hands-on LoRA fine-tuning and vision-language-model exercises.

Instructor
Aug — Sep 2025
Global Code 3-Week Bootcamp
Global Code · University of Cape Coast
Mentored undergraduate participants in Python, IoT/Raspberry Pi and AI integration, and supported their capstone projects.

Instructor
2025
Runmila AI Institute Summer Camp
Runmila AI Institute
Taught Python, generative AI and hands-on LLM/agent sessions to students from Montserrat, Grenada and Dominica.