Wiliam Rich

I am an accomplished Al Engineer with a proven track record of delivering innovative data-driven solutions. The drive in my career has been to promote innovation and adoption of advanced analytical solutions in various industries.

• AWS - Certified Cloud Practitioner
• AWS - Machine Learning Speciality
• University of Alberta - Reinforcement Learning Specialization

• Inventory Management with Reinforcement Learning, Design and implementation of a system that optimizes the scheduling, manufacture, and distribution of a single product. The solution saves the client $10k per month and enables them to simulate further scenarios to plan for the future development of their supply chain (PyTorch, Pygame).
• Report Automation with NLG, Built a system that automates report writing of findings from fraud investigations at a major Telecommunications client. The tool saves the client thousands of hours per month (LLMs, Langchain, Azure OpenAI, PySpark).
• Trained a model on a corpus of legal documents to act as a compliance assistant. The solution performs a variety of tasks, including vetting whether or not a contract meets legal requirements and answering questions about legislation (LLMs, Langchain, Azure OpenAI).
• Predictive Maintenance, Supervised learning pipeline to monitor the operational performance of hundreds of trucks at a large mining company. The system is able to detect early warning signals of imminent machine failure, mitigating the risk of critical breakdowns, saving the client $100,000+ per month (PySpark, Scikit-Learn, Power BI).