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Index

Projects

5 things I have built.

5 projects shown.

  1. 01

    Yatırım Aklı

    Investors follow their stocks, trades and profit and loss in one place, then ask a Gemini assistant to read the portfolio's allocation, volatility and risk in plain Turkish or English. It measures performance as a time-weighted return, compares it with BIST-100, S&P 500 and NASDAQ, checks price alerts on the server and starts with one Docker command.

    612 backend tests passing in CI, on a real PostgreSQL : Yatırım Aklı, Read the case study
    Web app Prototype

    Python · FastAPI · React · PostgreSQL · Docker · Google Gemini

  2. 02

    NeuroVista

    A system that trains a 3D U-Net, a SwinUNETR and a MedNeXt-S under one protocol and combines them into a locked ensemble. An agreement score between the models points to unreliable cases without needing the ground truth. It comes with a web workstation, a desktop app, 3D views and PDF reports. It is not a diagnostic tool.

    91.6% Dice score of the ensemble on 126 locked test cases : NeuroVista, Read the case study
    Web app Prototype

    Python · PyTorch · MONAI · FastAPI · OpenVINO · pytest

  3. 03

    Moodica

    Clients answer a short questionnaire and are matched with a suitable specialist, then book, pay and meet by video in one place. Two-step verification, role-based access and encrypted storage that follows KVKK keep the data safe. The platform does not diagnose.

    700+ automated unit, integration and interface tests : Moodica, Read the case study
    Web app In development

    C# · ASP.NET Core MVC · Entity Framework Core · PostgreSQL · SignalR · Docker

  4. 04

    SOHATS

    A Windows Forms application that registers patients, refers them to departments, tracks procedures with automatic cost totals and archives discharged files. It uses plain ADO.NET on a portable SQL Server LocalDB database.

    App School project

    C# · Windows Forms · ADO.NET · SQL Server LocalDB

  5. 05

    Turkish News Classification

    An end-to-end pipeline that sorts Turkish news into economy, sport and technology. It balances the classes, cleans Turkish text and tests five vectorisation methods on the same data and classifier, with a live demo that gives a confidence score.

    Tool Study

    Python · scikit-learn · Gensim · Transformers · PyTorch