Arda Akdere

Experience

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  YouTube

  Jul 2020 - Apr 2023

  Content Creator

  youtube.com/@ardaakdere+350K total views● I explain technical concepts in detail and efficiently in a Youtube video. I prepare these videos using Premiere Pro, Photoshop, After Effects, Audition software and my presentation skills. Sometimes I make videos where I just talk about books.

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  Inovako

  Feb 2021 - Jul 2021

  Research And Development Intern

  ● Engineered a GUI application with Python, HTML, CSS, and PyQT framework to facilitateseamless AI model serving.● Partnered with back-end and deep-learning engineers and created presentationsshowcasing competitor analysis.● Trained the RCNN algorithm on a manually labeled 1000-image real-world dataset, achieving94% accuracy in anomaly detection.

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  Huawei

  Sept 2021 - Jun 2022

  Huawei Student Developers (HSD) Campus Ambassador

  ● In cooperation with the Software and Informatics Club at Bahçeşehir University, I organized the events, 1 of which were big and 2 of which were workshops, under the sponsorship of HSD.

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  Veri Bilimi Okulu

  Nov 2021 - Mar 2022

  Data Science & Machine Learning Bootcamp Participant at Veri Bilimi Okulu

  ● PyCharm, Virtual Environments, Dependency Management● Large scale project development with PyCharm● KPI & Cohort Analysis● CRM Analytics● Customer Segmentation with RFM Analysis● Churn Analysis● AB Testing● BG-NBD: Expected Sales Forecasting● Gamma-Gamma:Expected Average Profit● Recommender Systems and Association Rules● Customer Lifetime Value prediction● Advanced Feature Engineering● Script Level Machine Learning● Demand Forecasting Model & Time Series Show less

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  Sigmatix (ehemals SalesRecruitment)

  Feb 2022 - Sept 2023

  Full Stack Software Engineer
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  Miuul

  May 2022 - Apr 2023

  Data Science Intern

  ● Developed expertise in Python libraries (pandas, sklearn, matplotlib, seaborn, numpy) toanalyze and visualize complex datasets and optimizing decision-making.● Built 8+ Python-based machine learning projects using Pycharm, with anemphasis on code optimization and modular development for Flask integration.● Analyzed and processed real-life datasets from leading sponsors such as Turkish Airlines, Scotium, Iyzico, FLO, and Armut.

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  DeFacto Teknoloji

  Apr 2023 - Sept 2023

  Mentee
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  Miuul

  Aug 2023 - Nov 2023

  AWS Cloud Technical Bootcamp Participant