Financial Inclusion Dashboard

Modeled baseline, optimistic, and pessimistic financial inclusion scenarios through 2027.

2027 outlook

Ethiopia FI Forecast

A scenario-based financial inclusion dashboard for regulators, investors, and fintech stakeholders evaluating digital payment adoption in Ethiopia.

Event-augmented time-series forecasting
Interactive Streamlit dashboard
CSV export for policy and investor workflows

AI-Powered Telegram Assistant

Delivered natural-language campus support with primary and fallback LLM paths for stronger reliability.

24/7 support design

S AI Chatbot

An AI Telegram chatbot for Addis Ababa University students using OpenAI GPT, Groq fallback, and local retrieval for academic support.

OpenAI-powered contextual responses
Groq fallback for alternate inference
Local keyword retrieval for campus data

Farmer-to-Market Platform

Improved visibility into pricing, logistics, and inventory across a farm-to-consumer marketplace concept.

Admin reporting

Meret E-Commerce

A PHP-powered e-commerce platform built to reduce supply-chain inefficiencies between Ethiopian farmers and urban consumers.

Real-time market pricing
Logistics coordination workflows
Inventory and storage tracking

AI Institute Innovation Portal

Created a multilingual innovation portal for submissions, support routing, and stakeholder engagement.

AI-assisted support

EAII Connect

A React and TypeScript portal connecting innovators, private sector stakeholders, and the Ethiopian AI Institute.

Multilingual AI assistant
Innovation submission workflows
Support issue routing

AI Investment Analysis Engine

Combined forecasting and portfolio optimization to target a 13 percent expected annual return with a 1.05 Sharpe ratio.

1.05 Sharpe ratio

Portfolio Optimizer

A quantitative finance project combining LSTM forecasting with Modern Portfolio Theory for multi-asset allocation.

LSTM vs ARIMA/SARIMA comparison
Efficient frontier optimization
Benchmark backtesting

Tutoring Marketplace Platform

Connected tutor discovery, booking, assignments, and wallet-backed payments in one product flow.

Wallet support

Agazhie

A full-stack tutoring marketplace that supports tutor discovery, booking, assignments, Q and A, and payments.

Tutor profiles and ratings
Scheduling and booking workflows
Assignment and forum features

Insight Infrastructure for Faster Academic Decisions

Brought summarization, recommendations, and visual insight workflows into one research-focused platform.

Collaboration tools

Savvy Researches

A full-stack Next.js platform that helps researchers work faster with summaries, recommendations, and analytics.

Paper summarization and recommendations
Research trend visualization
Real-time collaboration features

Systems & Architecture Index

Ethiopia FI Forecast ↗

S AI Chatbot ↗

Meret E-Commerce ↗

EAII Connect ↗

Portfolio Optimizer ↗

Agazhie ↗