Turning ideas into production-grade software

   

• 🎓 M.S. Computer Science @ George Mason University - GPA 4.0 | Dean's List Fall '24 & Spring '25 | Graduated May 2026
• 🔬 Research Assistant under Dr. Duoduo Liao - deep learning for subsurface concrete defect detection using USW, IE, GPR & HCP signals
• 🔬 Research @ GMU — multi-agent text-to-SQL benchmark across OpenAI / Anthropic / Ollama models.
• 🤖 AI Engineer @ MITRE-Sponsored Capstone - built LLM-powered insider-threat simulation using NVIDIA LLaMA-3.1-Nemotron-70B
• 🏗️ Led a 7-member team at Xebia, shipping a full-stack app with 30% faster loads and 95% automated test coverage
• 🌍 CS UK Study Abroad alum - explored AI governance, cryptography, and global tech systems through an ethics-forward lens

LLM-based synthetic data generation for cybersecurity threat simulation

• Fine-tuned NVIDIA LLaMA-3.1-Nemotron-70B-Instruct to generate malicious, medical insider-threat, and neutral tweets with high contextual authenticity
• Drove Agile delivery with weekly client syncs, iterative user story refinement, and a non-technical-friendly Tkinter GUI
• Stack: Python LLaMA 3.1 Hugging Face Prompt Engineering Tkinter

Deep learning framework for structural health monitoring of concrete infrastructure

• Training ResNet1D, CNN1D, and BiLSTM models on FHWA lab slab data to classify delamination, voids, cracks, and honeycombing
• Exploring multimodal data fusion — integrating USW, IE, GPR, and Half-Cell Potential (HCP) signals for robust NDE
• Stack: Python NumPy scikit-learn ResNet1D BiLSTM

Production-grade platform with a fully automated CI/CD pipeline to Kubernetes on AWS EKS

• Engineered GitHub → Jenkins → Docker → AWS EKS pipeline with blue/green deployments
• Achieved 80% faster release cycles and 99.9% uptime across a 3-node cluster
• Stack: Angular Spring Boot MySQL Docker Kubernetes Jenkins AWS

Real-time item management platform with secure auth and high test coverage

• Built real-time search, Firebase Google Auth, and scalable data storage with MongoDB
• Achieved 95% automated test coverage via Selenium + TestNG pipelines
• Stack: React.js MongoDB Node.js Firebase Selenium

 

🐱 My GitHub Data

📦 ? Used in GitHub's Storage

🏆 732 Contributions in the Year 2026

🚫 Not Opted to Hire

📜 27 Public Repositories

🔑 0 Private Repositories

I'm an Early 🐤

🌞 Morning                69 commits          █████░░░░░░░░░░░░░░░░░░░░   20.29 % 
🌆 Daytime                140 commits         ██████████░░░░░░░░░░░░░░░   41.18 % 
🌃 Evening                87 commits          ██████░░░░░░░░░░░░░░░░░░░   25.59 % 
🌙 Night                  44 commits          ███░░░░░░░░░░░░░░░░░░░░░░   12.94 % 

📅 I'm Most Productive on Thursday

Monday                   31 commits          ██░░░░░░░░░░░░░░░░░░░░░░░   09.12 % 
Tuesday                  44 commits          ███░░░░░░░░░░░░░░░░░░░░░░   12.94 % 
Wednesday                33 commits          ██░░░░░░░░░░░░░░░░░░░░░░░   09.71 % 
Thursday                 69 commits          █████░░░░░░░░░░░░░░░░░░░░   20.29 % 
Friday                   46 commits          ███░░░░░░░░░░░░░░░░░░░░░░   13.53 % 
Saturday                 50 commits          ████░░░░░░░░░░░░░░░░░░░░░   14.71 % 
Sunday                   67 commits          █████░░░░░░░░░░░░░░░░░░░░   19.71 % 

📊 This Week I Spent My Time On

🕑︎ Time Zone: America/New_York

💬 Programming Languages: 
TeX                      2 hrs 53 mins       ██████░░░░░░░░░░░░░░░░░░░   22.21 % 
Kotlin                   2 hrs 17 mins       ████░░░░░░░░░░░░░░░░░░░░░   17.59 % 
Markdown                 1 hr 46 mins        ███░░░░░░░░░░░░░░░░░░░░░░   13.64 % 
TypeScript               1 hr 9 mins         ██░░░░░░░░░░░░░░░░░░░░░░░   08.92 % 
Bash                     1 hr 6 mins         ██░░░░░░░░░░░░░░░░░░░░░░░   08.54 % 

🔥 Editors: 
VS Code                  7 hrs 24 mins       ██████████████░░░░░░░░░░░   56.75 % 
Claude Code              5 hrs 38 mins       ███████████░░░░░░░░░░░░░░   43.25 % 

🐱‍💻 Projects: 
SQL_Agent                6 hrs               ████████████░░░░░░░░░░░░░   46.02 % 
Lumen                    4 hrs 22 mins       ████████░░░░░░░░░░░░░░░░░   33.58 % 
Union-Loan               1 hr 40 mins        ███░░░░░░░░░░░░░░░░░░░░░░   12.81 % 
mason-enterprise-jobs    31 mins             █░░░░░░░░░░░░░░░░░░░░░░░░   03.97 % 
LUCID-care-manager-eval  27 mins             █░░░░░░░░░░░░░░░░░░░░░░░░   03.47 % 

💻 Operating System: 
Windows                  13 hrs 2 mins       █████████████████████████   100.00 % 

I Mostly Code in Python

Python                   7 repos             ████████░░░░░░░░░░░░░░░░░   33.33 % 
JavaScript               5 repos             ██████░░░░░░░░░░░░░░░░░░░   23.81 % 
TypeScript               2 repos             ██░░░░░░░░░░░░░░░░░░░░░░░   09.52 % 
Jupyter Notebook         2 repos             ██░░░░░░░░░░░░░░░░░░░░░░░   09.52 % 
Kotlin                   1 repo              █░░░░░░░░░░░░░░░░░░░░░░░░   04.76 % 

Timeline

Last Updated on 23/07/2026 03:23:04 UTC

1. 🚀 Published release PDF Translator 1.0.0 in royalgillz/pdf-translator
2. ❗ Opened issue #23540 in JonathanGin52/JonathanGin52
3. ❗ Opened issue #23535 in JonathanGin52/JonathanGin52
4. ❗ Opened issue #23533 in JonathanGin52/JonathanGin52
5. ❗ Opened issue #23532 in JonathanGin52/JonathanGin52

• 🏆 Dean's List — Fall 2024 & Spring 2025 @ George Mason University
• ☁️ AWS Academy Graduate — Cloud Foundations Certified
• 🔮 Oracle AI Vector Search Certified Professional
• 🥇 PatriotHacks CTF @ GMU — Top 7 Finish
• 🥈 Hacklipse Hackathon by ACM TIET — Top 15 Finish