Recent graduate · Open to opportunities
Arda Baran
Baytar
> Data Science & Analytics
I turn raw data into clear answers: data analysis, statistics, machine learning and dashboards.
- quant-labquant.ardabaranbaytar.comBacktesting, factor research and a daily stat-arb paper-trading bot, with a live React dashboard.
- Today's S&P 500 members
- +2616%
- Members at the time
- +314%
Same momentum strategy, 2010–2024. Picking from today's index list builds in hindsight.
- StochOpt-MDPstochopt.ardabaranbaytar.comOptimal inventory control as a Markov Decision Process, validated with Monte Carlo simulation.
- Cost vs. Base-Stock
- −32%
- Cost vs. static EOQ
- −7%
Simulated inventory cost of my optimised policy vs. two classic ordering rules.
20+
Kaggle Notebooks
Published
9
Certifications
Completed
6
GitHub Projects
Data & ML
About
I hold a BSc in Statistics from Eskişehir Osmangazi University and an associate degree in Computer Programming from Anadolu University. I work in data science: data preprocessing, statistical analysis, machine learning and data-driven applications with Python, R and SQL. My projects range from financial time-series research and backtesting to optimization and simulation, and I like taking them all the way to working dashboards and APIs. I completed a thesis comparing machine learning methods across Python, R, KNIME and Orange, and I publish notebooks on Kaggle regularly on my way to Master tier.
Tools
- Python
- R
- SQL
- FastAPI
- React
- Power BI
- KNIME
- Orange