Resume
Education
2018 – 2021
- Graduated 1st in my class with the highest GPA in the Computer Science department.
- Coursework: Neural Networks, Machine Learning, Natural Language Processing, Applied Data Analysis, Data Visualization
2018 – 2021
- Graduated 1st in my class with the highest GPA in the Computer Science department.
- Coursework: Neural Networks, Machine Learning, Natural Language Processing, Applied Data Analysis, Data Visualization
2014 – 2018
- 50% scholarship for ranking 1976th among 2,000,000 students taking the undergraduate placement examination.
- Coursework: Algorithms, Data Structures, Machine Learning, Neural Networks, Statistical Learning, Data Analysis
2014 – 2018
- 50% scholarship for ranking 1976th among 2,000,000 students taking the undergraduate placement examination.
- Coursework: Algorithms, Data Structures, Machine Learning, Neural Networks, Statistical Learning, Data Analysis
Experience
Sep 2023 – Present
- Researching and developing ML solutions to improve Oracle-internal and customer products worldwide.
Sep 2023 – Present
- Researching and developing ML solutions to improve Oracle-internal and customer products worldwide.
Oct 2021 – Aug 2023
- Researching and developing ML solutions to improve Oracle-internal and customer products worldwide.
Oct 2021 – Aug 2023
- Researching and developing ML solutions to improve Oracle-internal and customer products worldwide.
Feb 2021 – Sep 2021
- Developed a patent-pending natural language processing pipeline to transform text documents and tables into knowledge graphs.
Feb 2021 – Sep 2021
- Developed a patent-pending natural language processing pipeline to transform text documents and tables into knowledge graphs.
Aug 2019 – Jan 2020
- Researched novel evolutionary hyperparameter optimization methods for training knowledge graph embedding models.
- Implemented them in Accenture's open source knowledge graph library AmpliGraph.
Aug 2019 – Jan 2020
- Researched novel evolutionary hyperparameter optimization methods for training knowledge graph embedding models.
- Implemented them in Accenture's open source knowledge graph library AmpliGraph.
Feb 2019 – Jun 2020
- Implemented a novel exploration method for deep reinforcement learning algorithms using TensorFlow.
- Co-authored a paper that was accepted to the OptRL workshop at NeurIPS 2019.
Feb 2019 – Jun 2020
- Implemented a novel exploration method for deep reinforcement learning algorithms using TensorFlow.
- Co-authored a paper that was accepted to the OptRL workshop at NeurIPS 2019.
Sep 2017 – Feb 2018
- Built a Python framework for the offline evaluation of multi-armed bandit algorithms.
- Modified the SQL code of a medical dataset simulator to generate data to train three different bandit models.
Sep 2017 – Feb 2018
- Built a Python framework for the offline evaluation of multi-armed bandit algorithms.
- Modified the SQL code of a medical dataset simulator to generate data to train three different bandit models.
Jun 2017 – Aug 2017
- Implemented a neural network in MATLAB to perform semantic segmentation on magnetic resonance images.
- Added four new features to the modeling platform ArtiSynth by integrating my code into the large Java codebase.
Jun 2017 – Aug 2017
- Implemented a neural network in MATLAB to perform semantic segmentation on magnetic resonance images.
- Added four new features to the modeling platform ArtiSynth by integrating my code into the large Java codebase.
Jun 2016 – Jul 2016
- Collected live tweets using Java and predicted the response time of a Twitter account to new tweets using Weka.
Jun 2016 – Jul 2016
- Collected live tweets using Java and predicted the response time of a Twitter account to new tweets using Weka.
Publications
- K. Parameswaran, D. Tekin, P. Rolland, V. Cevher.
“Reinforcement Learning with Langevin Dynamics” .
In: NeurIPS 2019 Optimization Foundations for Reinforcement Learning Workshop.
Skills
Programming Languages
Python, Java, JavaScript, MATLAB, C++, SQL, R, Scala
Frameworks
PyTorch, TensorFlow, NumPy, Pandas, Scikit-learn, Matplotlib
Human Languages
Native Turkish, Fluent English (TOEFL 119/120), Basic French
Extracurricular
2016
- Held weekly meetings with over 100 members, managed a 150.000 TL budget and organized career/social events.
- Coordinated a management and leadership conference with over 600 attendees.
2016
- Held weekly meetings with over 100 members, managed a 150.000 TL budget and organized career/social events.
- Coordinated a management and leadership conference with over 600 attendees.