Cameron Lis Marcott, Ph.D. Email & Phone Number

Greater Minneapolis-St. Paul Area

Greater Minneapolis-St. Paul Area

• Hybrid software engineer/data scientist developing, deploying, researching, and utilizing ML/AI and statistical software.• Focused on explainability, trustworthiness, and groundedness of ML/AI models.• Passion for software solutions that increase efficiency and collaboration, and generally reduce toil.• Comfortable working in high risk, highly regulated contexts.• Proven track record in developing cutting-edge algorithms and software solutions for complexfinancial systems.• Adept at blending quantitative analysis and software engineering to drive innovation, efficiency, and profitability.Highlights from current position include:•Explainable Machine Learning. Developed a software package for helping build explainable ML/AI models. This project involved researching explainable modeling techniques from industry, and academic and defense sectors. I unified several data cleaning, data exploring, modeling, and model evaluation techniques into an sklearn style API. The package also featured interactive, low-code interface, empowering statistical teams with less python experience to build explainable ML models.•AI Table Summaries. Leverage NLP algorithms to automatically generatedocumentation that is factually grounded by tabular input. Researched appropriate NLP algorithms. Fine tuned large language models on bank specific documents. Systematically experimented with different LLM’s and tuning techniques. Packages used include: torch, huggingface’s transformers, and beautifulsoup for ingesting word documents.•Cloud Deployment of Modeling Platform. Performed initial research of cloud technologies and vendors. Built proof of concept as individual (and sole) contributor. Helped supervise consultant teams that helped with broader platform buildout. Collaborated heavily with database and infrastructure teams. Technologies used include: docker, kubernetes, helm, jenkins.

Doctor Of Philosophy - Phd, Combinatorics And Optimization

Master'S Degree, Combinatorics And Optimization

Bachelor Of Arts - Ba, Math And Music