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Projects

Products I’m building, applied-AI and data science work, and security research.

Building

MapMiles

A travel-tracking app for mapping visited places, planning future trips, and turning exploration into a visual record.

SwiftUI Firebase MapKit
Private beta

WearWise

Product details are private while early testing is underway.

iOS TestFlight
Building

Cardfolio

Product details are private while the first TestFlight build is prepared.

iOS TestFlight
Research

Neural Networks for Stock Price Prediction

Researched the efficacy of LSTM neural networks in financial forecasting, reaching a test RMSE of 5.92 and test loss as low as 0.3%.

Python TensorFlow LSTM
5.92 Test RMSE
0.3% Test Loss
Course project

IceCream Shop Marketplace

Built a client-server marketplace management system with a desktop GUI, concurrent connections, and robust backend functionality.

Java Socket Programming Multi-threading
Industry · 2024

Cisco Demand Forecasting

A Data Mine corporate-partners project: two-stage hierarchical demand forecasting across Cisco's 10,000+ products, reaching ~90% platform-level accuracy.

XGBoost RandomForest Python
~90% Platform accuracy
0.82 Platform R²
3rd place showcase

Optimizing NBA Roster Moves for Postseason Value

A prescriptive roster-swap engine that weighs postseason probability, salary cost, and commercial value to rank realistic same-position moves.

Logistic Regression Optimization Sports Analytics
76% LOSO-CV accuracy
3rd Project showcase
Security

Binary Security & CVE Analysis

Identified and patched CVEs through binary exploitation, reverse engineering, and static and dynamic analysis across multiple architectures.

Ghidra Patcherex2 GDB

Want to talk about the work?

I’m always happy to compare notes on products, applied AI, or security.

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Project poster