Graduate Student + Research Faculty at Georgia Tech ECE 🐝 - Purusing hardware acceleration, EDA, and deep learning

Stefan Abi-Karam  • Peerlist

Applied Keras ML library to identify and classify tornadic activity and formation probability using features extracted from public doppler data

Machine Learning Models for Tornadic Formation

Modeling custom soffit coverings using Autodesk Inventor and Finite Element Analysis (FEA) to prevent roof failures during high-wind conditions such as hurricanes and tornadoes

Soffit Coverings to Prevent Roof Failures

Using the Leaflet.js and Vue.js library to graph geospatial hurricane data from the National Hurricane Center

Data Visualization for Hurricane Tracks

Implementing robust custom edge node hardware to build a 250 meter real-time resolution IoT network thought GSM and RF communications to collect higher resolution life-critical weather and infrastructure data during severe weather events

Large Scale Robust Mesh Network for Weather Sensing and Disa

Designing a custom hardware sensor node net and beat-of-frequency metal detector circuit for the collection of GPS and metal detector data transmitted over GSM to display and map undetonated landmines over satellite imagery in GIS software