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oedokumaci/README.md

Oral Ersoy Dokumacı

LinkedIn Email GitHub

About Me

I research and build ML/AI systems across diverse domains with a focus on engineering.

Tech Stack and Expertise

Programming & Development

Python
FastAPI MCP API Development
Linux macOS WSL

Machine Learning & AI

Machine Learning Gradient Boosting MLOps
NLP LLM LLMOps
Optuna MLflow

Data & Analytics

Pandas NumPy Dask
Parquet Redis SQL
Web Scraping Data Mining

DevOps & Cloud

AWS CI/CD Docker Ansible Terraform
Git GitHub GitHub Actions Pre-commit
Mypy Pytest PDM Airflow Dagster

Tools & Environment

VS Code Cursor Vim
Jupyter Markdown LaTeX

Domain Expertise

Applied Economics Labor Market Analytics
Game Theory Decision Theory Matching Theory Mechanism Design
Financial Machine Learning High Frequency Trading

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