About Me

I work across machine learning and software engineering, and I am especially passionate about systems close to the metal. That direction is what I am pursuing most right now, so my projects mainly involve C and C++.

I enjoy combining practical model-building with strong engineering fundamentals to produce software that is fast, reliable, and understandable.

Skills

Languages
CC++PythonSQLJavaScript
Machine Learning & AI
Computer VisionPyTorchTensorFlowScikit-learnTransformers
Systems & Engineering
Memory ManagementPOSIX APIsNetwork ProgrammingData StructuresSystem Design
Tools & Data
FastAPIDjangoDockerPandasNumPyGit

Selected Projects

Built and in-progress work across ML and low-level engineering.

Linear Regression in C + Python Integration

Regression model implemented in C and integrated with Python for easier experimentation and usage.

CPythonML
View Project
Linux Shell in C++

Custom shell that handles Linux commands and supports output redirection using >. Piping is planned next.

C++SystemsCLI
View Project
Key-Value Store

Low-level data storage project focused on performance, memory handling, and core systems design.

C/C++StorageEngineering
View Project
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NDIZIAI — Banana Ripeness Classifier

Computer vision tool for classifying banana ripeness and recommending the best value-addition technique.

Computer VisionPythonDjango
View Project
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CropDoc (Zaodoc)

Maize disease detection project built for early crop diagnosis from images.

Computer VisionPythonAgritech
View Project
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Cenocade — E-commerce Website

Company website for selling beef tallow products, with storefront and product browsing flow.

WebFrontendE-commerce
View Project
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Language Doc App (Ogiek)

App for recording voices and storing transcripts to support language documentation for the Ogiek community.

FastAPIJavaScriptAudio + Text
View Project
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MNIST Digit Recognition

Model for recognizing handwritten digits using the MNIST dataset.

Deep LearningPythonClassification
View Project
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Pneumonia Detection

Medical image classification project for pneumonia detection.

Computer VisionPythonHealthcare ML
View Project

Teaching

I teach data science, machine learning, programming in C, and data structures using Python and C++.

Contact

Open to collaborations, engineering conversations, and project discussions.

Email: rotichkibetasbel@gmail.com

GitHub: github.com/Kibet-Rotich

Find My CV: View CV

Current Focus

Building low-level systems in C/C++

Integrating ML prototypes with production-minded code

Growing practical computer vision workflows