Projects & Research
A collection of my work in machine learning, hardware acceleration, and data science.
FPGA-Based Ensemble Neural Networks
2024-01-15
FPGANeural NetworksHardware
95% ensemble accuracy
Real-time inference at 100 FPS
Intelligent Surveillance System
2023-06-20
Computer VisionDeep LearningReal-time
High detection accuracy
Real-time processing
COVID-19 Case & Death Prediction for Ethiopia
2022-03-10
Machine LearningTime-Series ForecastingHealthcare
Captures seasonality & vaccination effects
Efficient Deepfake Detection for Low-Resource Settings
2025-04-15
Deep LearningComputer VisionDeepfakes
Targets low-power, offline-capable inference
Gibirx — Smart Tax Platform
2024-08-01
FintechFull-StackMobile
Real-time tax calculation & estimation
Online Tax Filing System (SE Project)
2023-06-01
Software EngineeringSystem DesignTax
Multi-Way Smart Traffic Control
2024-05-01
Computer VisionReinforcement LearningSmart City
Real-time YOLO detection + adaptive signal timing
Tax Document Extraction Pipeline
2025-02-01
OCRLLMDocument AI
Classification → extraction → validation pipeline
Agentic Support Copilot
2025-03-01
Agentic AIRAGLLM
RAG retrieval over a maintained knowledge base