UbuCon Kenya 2026

Bridging the Kenyan Skills Gap: Building AI-Driven Career Mapping on Open Source

Not scheduled

30m

Data science and intelligent systems

Speaker

Eugene Mutembei

Description

Overview
In the rapidly evolving Kenyan job market, university students often face a significant "readiness gap"—a misalignment between academic output and the specific technical requirements of the industry. This session introduces SkillSync, an open-source platform designed to empower students at institutions like JKUAT and beyond by transforming their academic journey into a data-driven career roadmap.

Content Description
We will dive into the technical architecture of SkillSync, a platform that leverages the power of Ubuntu-based environments to orchestrate a modern web stack (Next.js, Tailwind CSS, and PostgreSQL). The core innovation lies in its "Intelligent Mapping" engine: using Gemini 3.0 to perform sophisticated data extraction from unstructured academic notes and project documentation. By processing this data on open-source infrastructure, we can map a student’s current skill set against real-time industry job descriptions, identifying critical gaps and recommending targeted learning paths.
Beyond the code, this talk explores the vital role of open-source software in fostering academic collaboration and digital inclusion in Kenya. We will discuss:

1. The Technical Stack: Building and deploying a full-stack AI application on Ubuntu.
2. AI Integration: Utilizing Gemini 3.0 for semantic analysis of academic content while maintaining data integrity.
3. Data Protection: Implementing secure, PostgreSQL-backed storage for sensitive student information.
4. Community Impact: How SkillSync promotes diversity and inclusion by making career guidance accessible to every student with a Linux terminal, regardless of their background.

Key Takeaways
How to architect an AI-driven career tool using a 100% open-source philosophy.
Practical methods for integrating LLMs into web applications for data extraction.
The importance of Ubuntu as a stable, scalable foundation for Kenyan student-led innovations.

Speaker Bio
Eugene Mutembei is an AI Engineer and a student at JKUAT, dedicated to building community-centric solutions. With a focus on bridging the gap between education and industry, Eugene actively contributes to the Kenyan tech ecosystem by advocating for open-source tools and data-driven intelligence.