Projects

Award-Winning Projects

Top 3 / 40+ teams

DatathonLite - 3rd Place

Apr. 2025

AI-driven game simulation analyzer using OpenAI Whisper for precise audio timestamp extraction. Built visualization pipeline with Gemini and Pandas, improving insight accuracy by 30%.

PythonOpenAI WhisperGeminiPandas
Best Use of Cloudflare (700+ competitors)

Cabin Connect - TAMUhack Winner

Jan. 2025

In-flight infotainment system with synchronized video, live chat, and 3D flight tracker. Rendered 10K+ polygons at 60FPS using Three.js and Svelte. Won Best Use of Cloudflare.

Three.jsSvelteThrelteHTML/CSSCloudflare

DatathonLite - 3rd Place

Apr. 2025

AI-driven game simulation analyzer using OpenAI Whisper for precise audio timestamp extraction. Built visualization pipeline with Gemini and Pandas, improving insight accuracy by 30%.

PythonOpenAI WhisperGemini+1

Cabin Connect - TAMUhack Winner

Jan. 2025

In-flight infotainment system with synchronized video, live chat, and 3D flight tracker. Rendered 10K+ polygons at 60FPS using Three.js and Svelte. Won Best Use of Cloudflare.

Three.jsSvelteThrelte+2

Roni Metrics

Nov. 2024

Customer analytics platform analyzing 280,000+ data rows with real-time business insights. Developed predictive models using SARIMA with 82% accuracy, implemented with Streamlit.

PythonSARIMAStreamlit+1

Trash Tide

Oct. 2024

Flask web app predicting ocean trash locations using 120 years of NOAA data. Integrated CNN + LSTM models with interactive Folium/Leaflet map visualization for environmental volunteers.

FlaskPythonCNN+3

SNAIC - Neural AI Capture

Sep. 2024 - Dec. 2024

Raspberry Pi application tracking objects in real-time through live camera feed. Applied Scikit-learn and ONNX for real-time object detection, demonstrating practical edge AI applications.

PythonRaspberry PiScikit-learn+1