I model systems that evolve. First the early universe, now financial markets.
Physicist by training, data scientist and engineer by trade. I build the pipelines and analyses behind financial data, and I still write about cosmology, dynamical systems and the mathematics underneath both.
Selected work
Models, tools and dashboards. Each project page carries its own figures, and some of them run in the browser.
Spread of infectious disease
The SIR model solved with SciPy and a hand-written RK4, with stability read off symbolically in SymPy.
Dynamical system analysis of quintessence
Fixed points and phase-space trajectories of radiation, matter and scalar-field dark energy.
Inflation against Planck data
Inflaton models within and beyond general relativity, tested on the nₛ–r plane with CosmoMC.
Market data toolkit
Candlestick data from exchange APIs, indicators such as RSI and MACD, and charts delivered through a Telegram bot.
- Koronoloji: a COVID-19 tracker for TurkeyScraped daily case numbers, fitted and charted them, and posted the results to social media automatically.
- Exploring the Dow JonesScraped and cleaned company data into a SQLite database, then built interactive dashboards in Power BI and Tableau.
- Bike sales dashboardData cleaning, visualization and an interactive dashboard, all in Excel.
- Crypto portfolio trackerTransaction history from exchange APIs turned into profit and loss, average buy price and cost per asset, served through a Telegram bot.
- Classification of forensic evidencePhysical and chemical analyses of document, ballistic and biological evidence classified with PCA.
Research & talks
Cosmology and gravitation from my academic years, plus the talks and courses that came with them. All of it →
Teaching at Üsküdar University: Forensic Physics, Mathematics, Crime Scene Investigation, Criminalistics.
Writing
Notes with equations, code and figures you can play with.