Charles Hill

Experience

• 

  Chipotle Mexican Grill

  May 2017 - Aug 2017

  Restaurant Team Member - Crew

  Worked as a member of a team of 6-10 to ensure that we delivered good experiences and great food to hundreds of customers daily

• 

  Etegent Technologies

  May 2018 - now

  - Full-time Co-op employee for Summer 2018, Spring/Fall 2019, Summer 2020, Spring/Summer 2021- Part-time Co-op employee for Summer 2019, Spring 2020, Fall/Spring 2022- Primary contributor to porting a software tool which aids in the discovery and display of relationships and correlations between massive, diverse sets of data from MATLAB to a full-stack application with a C#/.NET Core backend and an Angular-powered web frontend as part of a Phase II SBIR Contract. I also mentored a new co-op on the project during the design and development of its frontend interface.- Lead R&D venture for optimizing polygon rasterization routines, resulting in a performance increase of 18-60x using C++ and Threading Building Blocks, taking advantage of auto-vectorization, cache access optimization, and asymptotically superior algorithms.- Wrote report on the relative strengths of different unit testing frameworks and Test Driven Development which affected the direction of active projects.- Completely reworked a Bayesian Network visualization tool written using Django to leverage Vue and Quasar on its frontend, increasing user ergonomics and allowing for more fine-grained control of evidence distributions. - Prototyped a web dashboard for viewing live video annotated with vehicle tracking information using Apache Kafka, Svelte, and other tools.- Optimized SQLite database storage routines to leverage bulk writes, reducing application runtime by an order of magnitude- Leveraged Deep Neural Networks for object recognition on Synthetic Aperture Radar data, matching SOTA performance in the relevant literature while reducing model complexity. Show less

  • Machine Learning Engineer

    May 2022 - now

  • Junior Engineer

    May 2018 - May 2022