Resume
My education, experience, and accomplishments.
About Me
I'm a researcher, developer, quant, and musician passionate about exploring the intersection of technology, finance, and creativity. My work spans machine learning, quantitative finance, algorithmic trading, and distributed systems, with a focus on building practical solutions to complex problems in both tech and finance.
I apply my technical skills to financial markets through quantitative analysis, developing trading algorithms, and building predictive models for market behavior. My research combines economics, mathematics, and computer science to uncover patterns in market data and optimize investment strategies.
When I'm not writing code or conducting experiments, you'll find me playing guitar and exploring different musical styles. I believe that creativity in music and technology share fundamental similarities—both require experimentation, iteration, and a willingness to explore new possibilities.
Education
MSc Computational Finance
·King's College London, College of InformaticsAdvanced studies in computational finance, quantitative methods, and financial engineering.
Computer Engineering, Track in Artificial Intelligence
·Koç University, College of EngineeringFocused on artificial intelligence, machine learning, and distributed systems. Graduation GPA: 3.63
Economics, Track in Finance
·Koç University, College of Administrative Sciences and EconomicsDual degree in economics with specialization in finance. Passed CFA Level 1 Examination (2023). Graduation GPA: 3.63
High School
·Robert College of IstanbulHigh Honor Award recipient for academic excellence.
Research Experience
Research Assistant - Earthquake Analysis & Seismic Modeling
·MATAM (Marmara Region Earthquake Research Center)Collaborating with geodesy experts from Boğaziçi University to analyze GPS station displacement data and earthquake records. Implementing predictive models leveraging geophysical characteristics to forecast regional variations in rock structures. Partnered with Prof. Deniz Yüret from Koç University on applying machine learning and deep learning for earthquake detection and rock structure classification.
Research Assistant - Epilepsy Seizure Prediction
·Intelligent User Interfaces Lab, Koç UniversityResearching intracranial EEG (iEEG) data to localize seizure onset zones (SOZ) and develop machine learning models for predicting surgical outcomes in epilepsy patients under Prof. Metin Sezgin. Applied advanced signal processing techniques including high-frequency oscillation (HFO) detection and differential entropy analysis. Designed an Augmented Reality (AR) iOS application to assist surgeons during surgical planning.
TÜBİTAK STAR Scholar - Distributed Systems Research
·Distributed Systems and Reliable Networks Research Lab, Koç UniversityAwarded the prestigious TÜBİTAK STAR (Intern Researcher) Program Scholarship. Contributing to the design and implementation of innovative system models for the Energy Internet under Prof. Öznur Özkasap, utilizing distributed blockchain, smart contracts, and federated learning principles. Developing simulation software to test and evaluate distributed systems and algorithms.
Professional Experience
Founder and Instructor
·Online Pelik Education PlatformFounded and direct an online education platform offering AP, SAT, Abitur, and Turkish education examination courses. Personally teach AP Statistics, Microeconomics, and Macroeconomics while managing a team of 50 expert teachers. Developed over 1,000 hours of high-quality educational content with AI-driven teaching mechanisms. Provide free courses to students from underserved backgrounds.
Software Developer Intern
·Saran GroupFocused on machine learning applications for audio processing and NLP tasks. Replicated voices of famous Turkish historical figures using GAN-based models. Designed and implemented automation algorithms for the Sodexo database, streamlining data management and operational workflows.
Academic Support Specialist
·Koç University Office of Learning and TeachingProvided academic support for undergraduate students in UNIV 199 (Python Programming), ECON 311 (Econometrics), and ACCT 202 (Managerial Accounting). Conducted group lectures, guided practical applications, and assisted with homework and projects.
Investment Analysis Intern
·Info InvestmentsConducted Granger Causality Test to analyze oligopoly dynamics in the telecom sector, leveraging ARPM data to uncover interdependencies and market behavior.
Investment Analysis Intern
·Gedik InvestmentsParticipated in investment meetings with Çelebi Ground Services and contributed to a valuation project by designing a structured system for financial analysis and decision-making.
Skills
Programming Languages
Python, Java, C, C++, Racket, Apple Swift, SQL
Tools & Technologies
Advanced MS Office, Machine Learning, Deep Learning, NLP, Computer Vision, Blockchain, Federated Learning
Languages
English (Fluent), Turkish (Native)
Certifications
CFA Level 1 (Passed 2023)
Awards & Honors
TÜBİTAK STAR (Intern Researcher) Program Scholarship
Prestigious scholarship recognizing undergraduate students for research contributions
Vehbi Koç Scholar
Academic Excellence Award
High Honor Award
Academic Excellence Award - Robert College
Activities & Community Service
Koç University Orchestra
Conductor, Guitarist, Bassist, and Pianist
Community Service
More than 200 hours of volunteer work
