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SMutaf/README.md

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GitHub WidgetBox

About

I build backend systems that solve real problems — distributed data pipelines, ERP modules handling business-critical processes, and AI-integrated services that make sense of live data.

I approach backend development as system design: how components communicate, how data flows, and how systems stay maintainable as they grow.

Architecture & Practices

Microservices Event-Driven REST APIs Clean / Onion Real-Time Pipelines

Selected Projects

turkish-plate-reader

Python FastAPI PyTorch Docker

GPU inference service that detects vehicles, locates plates and reads them — split into a FastAPI server holding the models and a thin, model-free camera client.

Service boundaries · JSON contract design · stateful tracking · testable core

x-bot

Python Event-Driven AI

AI-powered system tracking critical global events and Turkey-relevant news in real time via an event-driven pipeline.

Data ingestion · filtering · event processing · real-time delivery

trend-sentinel (Private)

.NET C# Python

Real-time stock trend detection combining Python-based data collection with a .NET backend for processing and signal generation.

Data pipelines · backtesting · AI-assisted decision logic

phishingguard-url-detection

ML.NET C# Chrome

Chrome extension for real-time phishing detection using a hybrid ML.NET and rule-based engine.

Real-time analysis · ML integration · security logic

Computer Engineering graduate · Backend Developer focused on data-driven and business-critical systems · Open to junior backend roles

Pinned Loading

  1. phishingguard-url-detection phishingguard-url-detection Public

    Browser-based Chrome extension that provides real-time phishing URL detection using a hybrid ML.NET and rule-based analysis engine.

    C# 1

  2. x-bot x-bot Public

    AI-powered app for tracking critical global events and Turkey-relevant news in real time.

    Go

  3. turkish-plate-reader turkish-plate-reader Public

    Two-stage Turkish license plate reader — YOLOv8 vehicle + plate detection with EasyOCR, served as a FastAPI inference server with a thin (model-free) camera client.

    Python 1

  4. urban-growth-mapper urban-growth-mapper Public

    Rule-based urban growth & investment-potential heatmap for Sakarya, Türkiye, built on real government open data — with an optional local-LLM layer that interprets (never computes) the scores.

    Python 1

  5. customer-churn-prediction-ai customer-churn-prediction-ai Public

    AI-powered Churn Analysis Engine leveraging .NET Core, FastAPI, and Clean Architecture principles.

    C# 1

  6. accounting-app accounting-app Public

    A comprehensive Accounting API project developed using .NET 8, N-Layer Architecture, and Entity Framework Core, adhering to SOLID principles.

    C#