Freelancer Overview
IBRAHIM NDEGWA IRUNGU
Software Engineer · AI & ML Developer · Data Scientist
+254 793 066 326 · [email protected] · linkedin.com/in/Ibrahim-irungu · github.com/ibrahim2002-
dev
SUMMARY
Computer scientist specialising in AI/ML engineering, software development, and data science. Proficient in
Python, machine learning frameworks, computer vision, and signal processing. Proven ability to design and
ship end-to-end software systems — from data pipelines to deployed AI applications.
TECHNICAL SKILLS
Languages: Python, MATLAB, C/C++, Bash
AI / ML: scikit-learn, TensorFlow, Keras, OpenCV, YOLOv5, RLHF / Data Annotation, NLP fundamentals
Data Science: NumPy, Pandas, Matplotlib, SciPy, Feature Engineering, Signal Processing, Statistical
Analysis
Embedded / IoT: Arduino, ESP32, MQTT, Sensor Integration, Firmware Development, Real-Time Systems
Dev Tools: Git & GitHub, VS Code, Jupyter Notebook, Google Colab, Linux/Bash
Soft Skills: Technical Writing, Async Remote Collaboration, Problem Solving, Client Communication
EXPERIENCE
AI Trainer & Code Evaluator — Freelance · Remote 2024 – Present
▸ Evaluated and scored AI-generated Python and algorithmic code for correctness, efficiency, and clarity
to improve LLM training datasets via RLHF.
▸ Authored high-quality ground-truth coding solutions across data structures, algorithms, ML tasks, and
mathematical reasoning domains.
▸ Annotated datasets spanning software engineering and data science tasks across 50+ batches,
consistently meeti
