RYAN GINSBURG
High-energy high school junior who treats code like a problem-solving playground and leadership like a team sport.
I design full-stack apps, fine-tune AI models to detect cyber threats, and lead projects that range from coaching volleyball teams to organizing 400+ community gift assemblies.
Whether I’m debugging machine learning pipelines, planning DECA strategies, or creating tech solutions for real-world problems, I’m driven by the same goal: turning ideas into impact.
Current Toolbelt
Languages:
Tools & Frameworks:
GIT, GitHub, scikit-learn, Optuna, Nmap, Wireshark, REST APIs, SQLite, Flask, Jinja
Python, Java, JavaScript, SQL, HTML, CSS
Platforms & Concepts:
AWS, Linux, Networking, Encryption Protocols, Cybersecurity, LLMs, Machine Learning
Professional Skills:
Strong communication & collaboration, problem-solving, time management, and organization
Featured Projects
51k-Strategy Stock Trading Engine —
Digital Minds Social Platform —
Social networking platform with secure authentication
User profiles and live chat functionality
Built using Flask, Python, HTML, CSS, JavaScript
Generates 50,000+ strategies per stock across NASDAQ companies.
Built with Python multiprocessing and Optuna optimization.
Real-time portfolio evaluation.
AI-Driven Cybersecurity Research —
Compared ML models across custom EDR and XDR datasets
Built parallel datasets from real-world cybersecurity logs
Measured accuracy, precision/recall, and ROC-AUC on common cyber threats
Professional Experience
Vantage AI (AI Intern) —
Built drag-and-drop pipeline for fine-tuning large language models.
Created secure demo mimicking user “voice” via social media input.
DIYSE (Technology Intern) —
Automated 130+ CFTC compliance documents.
Migrated company website to AWS with CI/CD.
Rewrote market-data scripts, cutting costs by 65%.
Academic Highlights
Leadership & Honor Societies —
President, Computer Science Honor Society
Co-founder, Rho Kappa (History Honor Society)
Member, Math and Science Honor Societies
Business & Economics Competitions —
Personal Finance Challenge — Top 8 finalist (300+ teams)
DECA — 2× New York State Qualifier
Adam Smith Economics Challenge — NY State Finalist
Adam Smith Economics Challenge — 1st Place Online, Top 4 NY Finals
4.0 GPA
1540 SAT Score
14 AP Classes
200+ Volunteer Hours
Service & Leadership
CTeen Youth (Leader)
Planned holiday drives, ran card-making events, and recorded children’s books for visually impaired students (53 titles so far).
Assistant Volleyball (Coach)
80+ volunteer hours; varsity libero and travel team player, All-Conference junior year.
Bristal Assisted Living (Volunteer)
Over 100 hours helping seniors with tech tutorials, game nights, and conversation.
