This repository is the data-related portfolio repository I created through self-directed learning. The repository contains Data Engineering, Data Analysis, Machine learning, Computer Vision, NLP, A/B testing, and other projects.

Data Engineering Projects

• Python Package for lidar data points
• A Data Pipeline for Drone Data
• A Migration Project for previous Data Pipeline

Computer Vision Projects

• Ethiopian Currency Counterfeit Detection using Computer Vision
• Smart Anti Theft System using Computer Vision and Arduino
• Classification and Detection of Communicable Respiratory Disease

Natural Language Processing Projects

• Sentiment Analysis for East African langugaes
• Summarization for long texts
• Sentiment Analysis for Amazon customers

Machine Learning Projects

• live Crop Recommendation feedback with Arduino
• Detection of Breast Cancer using Causal Inference

Classification: Predictive Analysis

• Mobile Money and Financial Inclusion in Tanzania Challenge

Regression: Predictive Analysis

• Pharmaceutical Sales Prediction Challenge

Data Analysis

• Telecomunication Data Analysis

A/B Testing Projects

• Udacity Hypothesis Testing project
• ML for hypothesis testing

Clustering Projects

• Clustering

Reinforcement Learning Projects

• 0nline_ads_recommendation system