CV
Experience

Data Scientist

From 07/23 to Present at OYAK Securities

  • Designing and implementing end-to-end data infrastructure with Apache Pulsar, Kubernetes, Redis, ScyllaDB, Svelte
  • Install and configure necessary tools for data infrastructure
  • Creating a high-performance ITCH & TIP parser, order book view generator, and tick & OHLC data constructor using Go
  • Using Svelte for real-time data visualization
  • Managing data storage on ScyllaDB
  • Orchestrating applications with Kubernetes


Freelance Data Scientist

From 09/22 to 07/23

  • Developed AutoML App Suite (AutoTS, AutoAD, AutoCS) for time series, anomaly detection, and customer success.
  • Developed and maintained the robo-advisor app TradeslyPro (web and Android).


Data Scientist

From 10/20 to 09/22 at 6Zeka

  • Designed and developed software architectures for ML applications.
  • Developed statistical and explainable ML models for stock and cryptocurrency markets.
  • Built trading decision support systems.
  • Conducted R&D for KOSGEB and Tubitak projects.


Freelance Data Scientist

From 11/19 to 10/20

  • Designed and developed end-to-end ML-based applications and dashboards.
  • Created ML applications for decision support (clustering, text summarization, anomaly detection, and process mining).


Data Scientist

From 05/2019 to 11/19 at Optiwisdom

  • Contributed as a backend engineer on ML products.
  • Implemented Bayesian hyperparameter optimization.
  • Developed manifold learning and metric learning algorithms.
  • Conducted literature research for Tubitak-funded projects.


Software Engineer

From 07/2017 to 05/2019 at Devexperts Turkey

  • Worked as a backend developer on financial software products.
  • Developed automation scripts for testing and routine tasks.
  • Designed and developed a finance chatbot.


Freelance Statistician

From 2016 to 2017

Conduct data analysis and statistical modeling for clients


Education

MSc in Data Analytics and Management

2018 to 2020 at Akdeniz University, Antalya, Turkey


MSc in Math (Uncompleted)

2016 to 2018 at Akdeniz University, Antalya, Turkey


BSc in Math

2011 to 2015 at Akdeniz University, Antalya, Turkey