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

🏆 758 Contributions in the Year 2026

🚫 Not Opted to Hire

📜 28 Public Repositories

🔑 0 Private Repositories

I'm an Early 🐤

🌞 Morning                76 commits          █████░░░░░░░░░░░░░░░░░░░░   20.16 % 
🌆 Daytime                160 commits         ███████████░░░░░░░░░░░░░░   42.44 % 
🌃 Evening                95 commits          ██████░░░░░░░░░░░░░░░░░░░   25.20 % 
🌙 Night                  46 commits          ███░░░░░░░░░░░░░░░░░░░░░░   12.20 % 

📅 I'm Most Productive on Thursday

Monday                   31 commits          ██░░░░░░░░░░░░░░░░░░░░░░░   08.22 % 
Tuesday                  50 commits          ███░░░░░░░░░░░░░░░░░░░░░░   13.26 % 
Wednesday                41 commits          ███░░░░░░░░░░░░░░░░░░░░░░   10.88 % 
Thursday                 72 commits          █████░░░░░░░░░░░░░░░░░░░░   19.10 % 
Friday                   48 commits          ███░░░░░░░░░░░░░░░░░░░░░░   12.73 % 
Saturday                 68 commits          █████░░░░░░░░░░░░░░░░░░░░   18.04 % 
Sunday                   67 commits          ████░░░░░░░░░░░░░░░░░░░░░   17.77 % 

📊 This Week I Spent My Time On

🕑︎ Time Zone: America/New_York

💬 Programming Languages: 
Other                    48 mins             ████████████████████████░   96.39 % 
JavaScript               1 min               █░░░░░░░░░░░░░░░░░░░░░░░░   03.61 % 

🔥 Editors: 
Claude Code              44 mins             ██████████████████████░░░   87.59 % 
VS Code                  6 mins              ███░░░░░░░░░░░░░░░░░░░░░░   12.41 % 

🐱‍💻 Projects: 
Portfolio-Scraper        50 mins             █████████████████████████   100.00 % 

💻 Operating System: 
Windows                  50 mins             █████████████████████████   100.00 % 

🤖 AI Coding This Week

⏱ AI Coding Time: 50 mins (100.0%)

✍️ 87 lines written by AI, 0 lines written by hand (100.0% AI-written)

🔤 825,450 Input Tokens, 141,025 Output Tokens

💵 $32.29 Estimated AI Cost This Week

🧠 2 AI Sessions, 5 AI Prompts

Fable                    392 lines           █████████████████████████   100.00 % 
Opus                     0 lines             ░░░░░░░░░░░░░░░░░░░░░░░░░   00.00 % 

🔎 AI Coding Insights:
🤖 AI-Driven — 100.0% of written lines came from AI
📝 Concise Prompter — average 7 characters per prompt
🔁 Iterative Prompter — average 2 prompts per session
🚀 High AI Trust — 0.0% of changed lines were hand-edited

I Mostly Code in Python

Python                   7 repos             ████████░░░░░░░░░░░░░░░░░   31.82 % 
JavaScript               5 repos             ██████░░░░░░░░░░░░░░░░░░░   22.73 % 
TypeScript               3 repos             ███░░░░░░░░░░░░░░░░░░░░░░   13.64 % 
Jupyter Notebook         2 repos             ██░░░░░░░░░░░░░░░░░░░░░░░   09.09 % 
Kotlin                   1 repo              █░░░░░░░░░░░░░░░░░░░░░░░░   04.55 % 

Timeline

Last Updated on 19/09/2026 04:01:59 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