Emmanuel Olang'

Machine Learning Engineer & Researcher

Hey, I'm Emmanuel. I build intelligent systems, mostly with Python, SQL, and modern ML/NLP tooling. I write here about the things I learn along the way: tutorials, notes, and short reads on applied machine learning.

Latest writing

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Image Segmentation with Point Labels May 2026

Can you train a segmentation model with just 5 labeled pixels? An article on point-label supervision in PyTorch.
Hello, world: starting to write Apr 2026

A short note on why I'm starting this writing space, and what to expect here.

Selected projects

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Road Track Identification with U-Net Computer Vision

Low-latency road-track segmentation built on the U-Net architecture.
Research Paper Search NLP

Context-aware paper search powered by sentence transformers.
Swahili Language Model (MLM) NLP

A masked language model pre-trained on a large Swahili corpus.

Got an idea? Let's build it.

I'm always interested in challenging ML problems and new opportunities to build intelligent systems that matter.

Get in touch GitHub