My Projects
A collection of projects spanning AI/ML, full-stack development, and frontend applications.
End to End Insurance Risk Analytics Predictive Model
Full-stack ML pipeline for insurance risk assessment with predictive modeling and analytics dashboards.
Credit Risk Probability Model for Alternative Data
ML model using alternative data sources to predict credit risk and probability of default.
Solar Challenge
Data-driven solar energy prediction and optimization challenge project.
Customer Experience for Fintech Apps
Analytics and ML models to measure and improve customer experience in fintech applications.
Project Chimera
AI/ML experiment combining multiple models for enhanced predictive capabilities.
Time Series Forecasting for Portfolio Management Optimization
Time series models and forecasting for optimizing investment portfolio allocation.
Forecasting Financial Inclusion in Ethiopia
Predictive analytics for forecasting financial inclusion trends in Ethiopia.
Intelligent Compliant Analysis for Financial Services
NLP and ML pipeline for automated compliance document analysis in finance.
Shipping a Data Product
End-to-end data product pipeline from ingestion to deployment.
Predicting Price Moves with News Sentiment
Sentiment analysis on news feeds to predict market price movements.
Change Point Analysis and Statistical Modeling
Statistical modeling and change point detection for time series data.
Improved Detection of Fraud Cases for E-Commerce and Bank Transactions
ML-based fraud detection system for e-commerce and banking transaction monitoring.
Barcode Scanner and Location Tracker Web Application
Full-stack web app for scanning barcodes and tracking inventory with location services.
Natnael Portfolio
Personal portfolio website built with Next.js, showcasing projects and skills.
Personal Profile
Clean, responsive personal profile page with custom CSS styling.
Todo List App
Interactive todo list application with add, complete, and manage task features.