Newton Irungu

AI ENGINEER | DATA ANALYST | FULL-STACK WEB DEVELOPER

Talent

Nairobi250 KES/hourMember since August 28, 2026

PythonData AnalysisScikit-learnClassificationPyTorchTensorFlowKerasNeural NetworksCNNsLLMsGPTLLaMABERTRAGLangChainAI AgentsHugging FaceTransformersFine-TuningGitHTML5CSS3JavaScriptREST APIsWord2VecRNNs

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Generative AI & LLMsCustom AI chatbot developmentRetrieval-Augmented Generation

About

Results-driven AI Engineer, Data Analyst, and Full-Stack Web Developer with a rigorous foundation in mathematics, machine learning, and full-stack engineering frameworks. Proven expertise spans building and deploying end-to-end practical AI applications, including Large Language Models (LLMs), production-grade Retrieval-Augmented Generation (RAG) pipelines, intelligent multi-step AI Agents, and interactive web interfaces. Adept at transforming complex datasets and machine learning workflows into responsive, scalable full-stack business software architectures to deliver strategic technical value.

Experience

AI Engineering & Data Analysis - Independent Projects - Nairobi, Kenya

Architected, fine-tuned, and deployed production-ready machine learning, deep learning, and full-stack web applications using Python, HTML/CSS/JS, PyTorch, TensorFlow, and Keras.
Engineered intelligent, web-integrated AI Agents utilizing state-of-the-art Retrieval-Augmented Generation (RAG) architectures and LangChain to solve complex reasoning workflows.
Designed and trained tailored Transformer mechanisms, handling tokenization, custom embeddings, and advanced sequence-to-sequence networks deployed behind responsive web interfaces.