Available for work

AidanHolton

Software Engineer · Computer Vision & Applied ML

CS/ML Student at the University of North Georgia

CV Pipelines
Full-Stack
Applied ML
View WorkGet in TouchResume
Scroll

Career

Experience

Software Engineer Intern

Gilat DataPath · via Georgia Tech PIN Program

May 2026 — July 2026
  • —Built and deployed a computer vision pipeline that validates hardware engineering drawings against their Bill of Materials, cutting manual review time from ~10 minutes to 1–3 minutes per drawing.
  • —Trained a YOLO object detection model to 99.5% accuracy for detecting part-number balloons on drawings, using SAHI tiling for small-object detection and a self-annotated dataset built in CVAT.
  • —Engineered OCR and table-extraction stages using Tesseract and pdfplumber, handling structural edge cases including split tables, CID-encoded fonts, and fallback extraction paths.
  • —Built a driver generation tool that parses vendor SNMP MIB files and produces TCL device drivers automatically, replacing manual config writing with a two-command workflow.
PythonYOLOPytesseractPDFPlumberCVATDockerClaude Code

Data Engineer Intern

University of North Georgia · Office of Data Strategy

Jan 2026 — May 2026
  • —Developed structured JSON semantic definitions for reporting views as part of a RAG AI prototype, establishing a consistent semantic format to support future view integration.
  • —Wrote SQL queries to extract and aggregate institutional data, building relational tables for UNG's annual Common Data Set to support standardized reporting requirements.
  • —Designed and documented logical ER diagrams for each domain within UNG's Enterprise Data Warehouse, improving visibility into schema structure and standardizing documentation.
SSMSSQLT-SQLJSON

IT Help Desk Technician

University of North Georgia · IT Service Desk

Jan 2024 — May 2026
  • —Provided in-person Tier 1 technical support to 20,000+ students, faculty, and staff across Windows and macOS environments.
  • —Assisted with account provisioning, password resets, and MFA enrollment, maintaining secure access to university systems.
  • —Diagnosed and resolved workstation, printer, and network connectivity issues on-site, minimizing disruptions to academic operations.
ServiceNowWindowsmacOS

University of North Georgia

B.S. in Computer Science · Minor in Machine Learning

Aug 2022 — Present

Relevant Coursework

Machine LearningAI in ManufacturingSoftware EngineeringData Structures & AlgorithmsWeb ProgrammingDatabasesIntroduction to UNIXSecure Software DevelopmentDigital Information ProcessingNetworking

Work

Projects

Featured Project

Lucrum

AI-Powered Personal Finance

lucrumproject.com

Full-stack personal finance application built with a microservices architecture — frontend live at lucrumproject.com, backed by three independently scoped services.

  • —Built a Next.js frontend with secure JWT authentication via HTTP-only cookies and middleware-based route protection, connected to three separate backend REST APIs.
  • —Integrated Claude (via LangChain's ChatAnthropic) into a dedicated Account Summary Service to generate personalized AI-powered financial summaries and actionable recommendations.
  • —Implemented separate Account Management and Income Management services in Node.js/Express with bcrypt password hashing and scoped PostgreSQL queries via Supabase.
  • —Containerized all backend services with Docker and designed for AWS EC2 deployment with custom subdomains per service; frontend deployed on Vercel.
TypeScriptNext.jsTailwind CSSNode.jsExpress.jsDockerAWSSupabaseLangChainPostgreSQL

Expertise

Skills

Languages

JavaScriptTypeScriptPythonSQLHTMLCSS

Frameworks & Libraries

Next.jsReact.jsNode.jsExpress.jsTailwind CSSLangChainYOLOPytesseract

Tools & Platforms

DockerAWSSupabasePostgreSQLGitSSMSCVAT

Say hello

Let's Connect

Finishing a CS/ML degree at UNG and looking for internship or full-time engineering roles. Especially interested in CV, applied ML, or anything where hard problems need precise solutions.

Email MeGitHubLinkedIn