Research
My research contributions in machine learning, hardware acceleration, and data science.
FPGA-Based Ensemble Neural Networks
2024-01-15
FPGANeural NetworksHardwareVerilog
performance: Real-time inference at 100 FPS
accuracy: 95% ensemble accuracy
COVID-19 Case & Death Prediction for Ethiopia
2022-03-10
Machine LearningTime-Series ForecastingHealthcareResearch
performance: Captures seasonality & vaccination effects
impact: Co-authored study at the ASTU AI facility
Efficient Deepfake Detection for Low-Resource Settings
2025-04-15
Deep LearningComputer VisionDeepfakesResearch
performance: Targets low-power, offline-capable inference
impact: Survey of lightweight detection for developing nations