At CloudFactory, I supported 3D data labeling workflows, including cuboid placement, polygon segmentation, and sequential object tracking. I applied project ontologies and peer-review quality control to support reliable AI training datasets.
I mentored and onboarded junior annotators and created visual style guides and SOPs to help improve consistency and reduce new-hire ramp-up time.
As an IT Intern at Nakuru County (Governor’s Office), I collaborated on a website redesign and contributed to identifying and addressing web infrastructure vulnerabilities. I also documented solutions for TryHackMe CTF challenges and exchanged insights with an online community.

