Grayson Scott Kelly

Summary

Software engineer with a strong background in backend development, system optimization, and cloud solutions. I've led efforts to modernize monolithic applications, streamline data handling, and enhance CI/CD processes using C#, SQL, and Azure. My academic achievements include publishing a research paper on 3D image segmentation, demonstrating my commitment to advancing technology. As an Eagle Scout, I bring perseverance, adaptability, and a collaborative spirit to all my endeavors.

Experience

• Sediment Segmentation Researcher, University of Massachusetts - Dartmouth - Aug 2018 – Aug 2020, Dartmouth, MA, USA
  • Published a paper on O3DS, an optimized 3D segmentation algorithm for analyzing complex micro-CT scans of shelly sand, enhancing geological and climate research methods.
  • Developed a watershed-based algorithm that significantly reduces segmentation time by 95.4% while improving accuracy, enabling efficient analysis of interconnected 3D objects.
  • Collaborated with multidisciplinary teams to optimize algorithm performance and validate results against real-world geological samples.
• Backend Software Engineer, Vector Airport Systems - Mar 2022 – Aug 2024, Remote
  • Modernized a legacy monolith by decoupling it into NuGet packages, boosting development speed and eliminating technical debt.
  • Refactored the analysis and processing of geographical data to reduce associated storage costs by 90%.
  • Developed and maintained critical data ingestion and analysis systems using C#, SQL, Python, and TypeScript, while enhancing front-end features with HTML, CSS, ColdFusion, and TypeScript.
  • Implemented RESTful APIs in C#, reducing search times by up to 95% for certain large queries.
  • Spearheaded process improvements surrounding backups by optimizing data processing workflows using C#, SQL, and LINQ, increasing system efficiency and ensuring consistent backups.
  • Led an effort to analyze the handling of credit card data system-wide, ensuring PCI compliance and general systems security.

Projects

• Video Game Modding - Ongoing
  • Published a mod to the Steam Workshop that has achieved over 25,000 users and a 5/5 star rating in under one month.
  • In development of a Minecraft mod that is "Full Scope" in nature, including Java code, 3D Modeling, audio work, and texturing.
• Senior Design Project, University of Massachusetts - Dartmouth - Sep 2020 – May 2021, Dartmouth, MA, USA
  • Developed an NLP chatbot using Python for PURVIS to streamline IT issue management in fire and EMT stations, automating support processes and task delegation.
  • Built a responsive front-end interface with Bootstrap, ensuring user-friendly and accessible interaction for station personnel.
  • Collaborated with a team of 4 and engaged with stakeholders to align the solution with user needs and business objectives.
  • Conducted full-stack development and testing, optimizing system performance and integration for reliable operation.