CV
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
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 2017Conduct data analysis and statistical modeling for clients