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studentyener/README.md

A painted road — building your own path

Dogukan Yener

Data Scientist · Data Engineer · Machine Learning & Applied AI

Python · SQL · Statistical Modeling · Data Pipelines

From complex data to useful, reliable solutions.


👋 About me

I enjoy programming, understanding how systems work and turning technical challenges into practical solutions.

My work combines Python, SQL, machine learning, statistical methods and data processing — from preparing and modeling data to building applications that produce measurable results.

I have a background in quantitative economics and professional experience in reporting, process automation and data quality.

I'm particularly interested in Data Science, applied AI and Data Engineering, across industries.


🛠️ Technical stack

Programming languages & environments

Python SQL SAS R Git Jupyter Google Colab

Machine Learning & scientific computing

pandas NumPy SciPy scikit-learn Matplotlib

Supervised and unsupervised learning · Regression · Classification · Clustering · Regression evaluation (MAE, RMSE) · Hypothesis testing · Econometrics

Data Engineering & databases

SQLite REST API ETL

Data extraction and cleaning · CSV / JSON · Data transformation · Relational schemas · SQL joins, views and aggregations · Data quality checks

Business Intelligence & automation

Power BI Power Query DAX Excel n8n


🚀 Featured projects

OCR Motion
Applied AI · Computer Vision

Python YOLOv8 Pose OpenCV NumPy

Uses a pretrained pose-estimation model to track joints in video, segment repetitions and calculate angles, angular speed and movement asymmetry. 5 valid cycles identified across 578 frames in the documented demo.
F1 Data Analytics
Data Engineering · SQL

Python OpenF1 REST API SQLite

Collects race data through an API, structures it in a 7-table relational schema, and uses SQL joins, views and aggregations to analyze race results, pit stops and penalties.
Rental Radar FR
Data Processing · Business Intelligence

Python Public Datasets Power BI DAX

Includes scripts to download, clean and enrich French property transaction data, along with Power BI modeling documentation and analytical measures.
Live Translator
Software Development · Speech Processing

JavaScript Web Speech API Web Audio API

A browser application for continuous English speech transcription and French translation, with a reading interface designed for live use.

📈 Professional impact

  • 40% less monthly reporting time after developing a Power BI dashboard for asset and inventory monitoring.
  • 30% faster processing after automating Excel-based workflows; also reviewed 500+ client files in a compliance role.

🎓 Education

  • Master — Data Science for Economics and Business (DS2E) · completed in 2026: programming, econometrics, statistical testing, quantitative analysis, supervised and unsupervised machine learning.
  • Bachelor's degree — Economics and Management, Quantitative Economics · 2019–2022: applied mathematics, statistics, finance, accounting, audit and management control.

📫 Connect

LinkedIn · Email · Strasbourg, France


Languages: French & Turkish (C2) · English (B2) · German (B1)

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  1. LinkedIn-jobscorer LinkedIn-jobscorer Public

    Application Python permettant d’analyser des données LinkedIn (CSV) et de comparer un profil à des offres d’emploi. Elle calcule un score de compatibilité, met en évidence les compétences manquante…

    Python

  2. live-translator live-translator Public

    Traducteur vocal en temps réel anglais → français, directement dans le navigateur

    JavaScript

  3. weather_forecast_reliability weather_forecast_reliability Public

    Analyse de la fiabilité des prévisions météo sur 8 villes françaises — Python, Pandas, Plotly

    Jupyter Notebook

  4. JOB-BOT-MASTER/JOB_BOT JOB-BOT-MASTER/JOB_BOT Public

    Python 8

  5. F1-Data-Analytics F1-Data-Analytics Public

    Python

  6. rental-radar-fr rental-radar-fr Public

    Dashboard Power BI pour identifier les meilleures villes d'investissement locatif en France

    Python 1