Simret_exe
Building cool softwares with Python, Django, and AI/ML.one step at a time.
I focus on Python, Django, backend development, and AI/ML, with a growing interest in FinTech.
Their channel.
Building cool softwares with Python, Django, and AI/ML.one step at a time.
What they're building.
SafePay
BuildingA Django-based payment API with documented payment confirmations, webhook verification, and shared rate limiting.
Data Engineering Pipeline
BuildingA pipeline scraping Ethiopian medical Telegram channels and transforming messages into actionable business insights.
SimruJourney12
LaunchedA community project for Habesha people with a growing membership and an associated shelter initiative.
Fraud Detection System
BuildingA fraud detection system trained on transaction records whose predictions are explained with SHAP.
Telebirr Assistant
LaunchedA bilingual English-Amharic assistant helping new Telebirr users understand how to use the app.
Fair Fee
LaunchedA tool showing transfer fees charged by Ethiopian banks and mobile wallets and whether those fees are fair.
RAG system
LaunchedA user interface letting product managers filter complaint sources and control how many complaint chunks they receive.
Also called RAG project in Jun 2026.
Financial Inclusion Forecaster for Ethiopia
BuildingA forecasting project generating Ethiopian financial inclusion forecasts for 2025–2027.
Fintech-Review-Analytics
LaunchedAn AI model that analyzes Ethiopian bank customer reviews in three languages.
Brent Oil Change Point Analysis
LaunchedAn interactive dashboard analyzing Brent crude prices and geopolitical events with a Bayesian change point model.
Credit Risk Prediction System
LaunchedAn API that analyzes transaction history to estimate customer risk levels.