kperegbeyi ayiri

I am an AI Developer and Senior Python Engineer with over 5 years of experience in designing and deploying production-grade AI and machine learning systems. My expertise lies particularly in natural language processing (NLP), large language models (LLMs), and Retrieval-Augmented Generation (RAG). I have a proven track record of building scalable Python backends and RESTful APIs, integrating GPT-based models, and delivering clean, modular, and well-tested code.

Throughout my career, I have successfully collaborated with international clients from the US and UK across various domains, including healthcare, education, and customer support. My freelance work on Upwork has allowed me to deliver production-ready AI systems and Python applications, where I focus on writing high-quality, explainable code and implementing robust evaluation pipelines for LLM outputs. I am passionate about leveraging technology to solve real-world problems and continuously strive to enhance my skills in AI and machine learning.