Turning ideas into production-grade software

   

• 🎓 M.S. Computer Science @ George Mason University - GPA 3.87 | Dean's List Fall '24 & Spring '25 | Graduating May 2026
• 🔬 Research Assistant under Dr. Duoduo Liao - deep learning for subsurface concrete defect detection using USW, IE, GPR & HCP signals
• 🤖 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

🏆 241 Contributions in the Year 2026

🚫 Not Opted to Hire

📜 24 Public Repositories

🔑 0 Private Repositories

I'm an Early 🐤

🌞 Morning                47 commits          ███████░░░░░░░░░░░░░░░░░░   28.83 % 
🌆 Daytime                49 commits          ████████░░░░░░░░░░░░░░░░░   30.06 % 
🌃 Evening                44 commits          ███████░░░░░░░░░░░░░░░░░░   26.99 % 
🌙 Night                  23 commits          ████░░░░░░░░░░░░░░░░░░░░░   14.11 % 

📅 I'm Most Productive on Friday

Monday                   9 commits           █░░░░░░░░░░░░░░░░░░░░░░░░   05.52 % 
Tuesday                  19 commits          ███░░░░░░░░░░░░░░░░░░░░░░   11.66 % 
Wednesday                14 commits          ██░░░░░░░░░░░░░░░░░░░░░░░   08.59 % 
Thursday                 17 commits          ███░░░░░░░░░░░░░░░░░░░░░░   10.43 % 
Friday                   44 commits          ███████░░░░░░░░░░░░░░░░░░   26.99 % 
Saturday                 22 commits          ███░░░░░░░░░░░░░░░░░░░░░░   13.50 % 
Sunday                   38 commits          ██████░░░░░░░░░░░░░░░░░░░   23.31 % 

📊 This Week I Spent My Time On

🕑︎ Time Zone: America/New_York

💬 Programming Languages: 
No Activity Tracked This Week

🔥 Editors: 
No Activity Tracked This Week

🐱‍💻 Projects: 
No Activity Tracked This Week

💻 Operating System: 
No Activity Tracked This Week

I Mostly Code in JavaScript

JavaScript               4 repos             ██████████░░░░░░░░░░░░░░░   40.00 % 
TypeScript               2 repos             █████░░░░░░░░░░░░░░░░░░░░   20.00 % 
Python                   2 repos             █████░░░░░░░░░░░░░░░░░░░░   20.00 % 
Ruby                     1 repo              ██░░░░░░░░░░░░░░░░░░░░░░░   10.00 % 
Kotlin                   1 repo              ██░░░░░░░░░░░░░░░░░░░░░░░   10.00 % 

Timeline

Last Updated on 13/05/2026 03:53:47 UTC

1. ❗ Opened issue #23558 in JonathanGin52/JonathanGin52
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