Experience

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  Kalybe.ai

  Jul 2020 - Nov 2022

  Flowview-Radboud University Project:Transformed MATLAB code into Python scripts and implemented AI-based enhancements for the Flowview project at Radboud University, improving efficiency and functionality. Utilized data visualization, dimensional reduction, PCA, Python, MATLAB, Seaborn, Plotly, SkLearn, and FlowKit.Supplier Scoring Project:Designed and developed a sophisticated ranking system for Morhipo.com, integrating supplier transactions and customer feedback. Employed Natural Language Processing (NLP) and RFM (Recency, Frequency, Monetary) analysis to enhance the ranking accuracy.Engineered an Advanced Question-Answering Bot for Boyner.com: Leveraged Natural Language Processing (NLP) and classification algorithms to deliver precise and relevant responses. Utilized transformers, BERT, seq2seq, text correction, Python, PyTorch, HuggingFace, and Zemberek. Show less

  • Data Scientist

    Oct 2020 - Nov 2022

  • Data Science Intern

    Jul 2020 - Sept 2020
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  Amatis

  Nov 2022 - Feb 2023

  Data scientist

  Ecg Analysis and Disease Detection: Conducted comprehensive ECG analyses on patients and applied artificial intelligence techniques for disease detection. Utilized Python, TensorFlow, SciPy, signal processing and filtering, CNN, K-means clustering, CatBoost, multiprocessing, and RabbitMQ.OSAS Project: Implemented an effective sleep apnea detection system using advanced ECG analysis techniques.

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  İzmir i̇novasyon ve teknoloji a.ş.

  Feb 2023 - Nov 2023

  Data scientist

  Carbon Project: Calculated carbon sequestration in Izmir by identifying trees using advanced Image Processing techniques on images obtained from Google Earth. Visualized and analyzed the results using Power BI for enhanced insight and decision-making.Natural Language Processing: Conducted speech-to-text and speech diarization on city council speeches using sophisticated Natural Language Processing techniques. Developed and integrated an AI model with a web service utilizing a Flask API to ensure seamless operation and accessibility. HuggingFace, Flask, Whisper model, transformers. Show less

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  Healysense

  Oct 2023 - Mar 2024

  Data scientist

  Developed an application named AortSense Pro, leveraging advanced image processing techniques and mathematical algorithms to identify aorta segments and classify aneurysms. Utilized Unet architecture for segmentation and employed DenseNet and classic CNN models for classification, achieving precise and reliable results.

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  Etiya

  Aug 2024 - now

  Senior specialist, artificial intelligence solution management