GENERATIVE AI SYSTEMS: RESEARCH, DESIGN, INTEGRATION, DELIVERY
Turning ambiguity into working systems.
Welcome! I'm Julius, and this is my portfolio and business site. I'm a software integration professional with deep expertise in enterprise architecture, product analysis, project management, and generative AI. I love tackling the challenges of our ever-evolving business technology landscape: ambiguous requirements, messy systems, and the human problem of figuring out what actually needs to be built. With deep expertise, strong experience, and a gift for bringing folks together to create outstanding systems that solve hard business problems, I'm eager to learn how I can help you and your organization become even better. Check out my projects, which include implementing a large language model from scratch, and a discussion of the design and features on my intake page, or just head over there directly and let me know you're interested!
Fundamentals of large language models and deep learning, including transformer implementation in Pytorch, training and inference, performance analysis, hyperparameter tuning, and architectural variations (ablations).
A serverless resume generator utilizing the Anthropic messages API to create a structured markdown/html output that is rendered into a polished PDF resume, tailored to the input job description.
A review of the site creation process and the design and integration of a RAG-powered Generative AI Chatbot