Open to opportunities

Gloryson Ondanje

@gloryson

Message

Self-driven Software Developer passionate about Machine Learning and problem-solving.

Kenya

Message

What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my skills in Machine Learning and software development to solve real-world problems while continuing to grow professionally.

Python Developer and Machine Learning Engineer with 3+ years of experience building and deploying ML-driven applications. Proﬁcient in Python ecosystem tools including TensorFlow, PyTorch, and FastAPI, with demonstrated ability to develop asynchronous RESTful APIs and optimize model performance. Experienced in collaborative development practices, delivering measurable improvements in model accuracy and system performance across cross-functional teams.

Experience

Work history, roles, and key accomplishments

Current

Software Developer

Current

AAI Labs

Sep 2023 - Present (2 years 4 months)

Developed a custom LLM-based API for health analytics achieving 92% answer relevancy and 88% faithfulness, and deployed RL-based self-tuning PID controller for drone altitude with 0.22% overshoot and 0.03% steady-state error.

LLM RAG Vector Search Reinforcement Learning YOLO DinoV2 fastAPI Docker Computer Vision

Machine Learning Engineer

Gebeya Inc.

May 2023 - Oct 2024 (1 year 5 months)

Delivered regression and classification models with hyperparameter tuning and streamlined data pipelines using Pandas and PySpark, and deployed containerized ML services with Docker and FastAPI for production.

Python Pyspark Pandas Docker fastAPI & Model Tuning scikit learn MLOps

ERP Developer Intern

Millenium Solutions EA Ltd.

May 2023 - Aug 2023 (3 months)

Developed and customized Microsoft Dynamics NAV solutions to enhance operational efficiency and meet client-specific business requirements.

Microsoft NAV Business Analysis SQL Process Improvement

Education

Degrees, certifications, and relevant coursework

University of Embu

Bachelors of Science, Computer Science

Completed a comprehensive curriculum in Computer Science, gaining foundational knowledge in programming, data structures, and algorithms. Developed strong problem-solving skills applicable to various computing challenges.