Ismail Hakkı Bayer Email & Phone Number

Ankara, Turkey

• Currently preparing psychotherapeutic content and programming the application using Swift to deliver ACT-based therapeutic interventions for university students.
• Conducted a literature review on digital therapeutics and Acceptance and Commitment Therapy (ACT) to design an ACT-based digital psychotherapeutic intervention adapted to Turkish culture for individuals with low to.
• Responsible for coding and analyzing eye-tracking data using EyeLink to investigate the relationship between saccadic eye movements and anxiety levels in various environmental contexts.
• Co-authored a paper called “Neuro-aesthetics with curved architectural variables”, contributing to the development and execution of behavioral sessions using Unity and C# to present stimuli in virtual reality.
• Programmed neuroimaging sessions, utilizing C# to record and transmit signals to mobile Emotive EEG devices for data collection and analysis, analyzed EEG data using Python and MNE library.
• Managed participant sessions of and collected data from over forty participants using MATLAB, Qualtrics, Excel, and Dropbox in the span of three months for the research called Autonomy and robotonomy: The role of gender.

Greater Istanbul

• Designed and conducted experiments to compare Decision Tree and K-Nearest Neighbors (KNN) algorithms with different feature sets, improving model performance as measured by AUC scores.
• Researched and built an API to log model inputs and outputs, enhancing traceability, debugging, and monitoring capabilities in the machine learning workflow using MLFlow, Minio, and Redis.
• Researched and planned AI ethics programs using fairness libraries in Python, successfully integrating ethical checks into the machine learning pipeline, ensuring fairness and reducing model bias.
• Modified and optimized SQL code for efficient data retrieval, streamlining the machine learning data pipeline.

Ankara, Türkiye

• Conducted unsupervised clustering on a dataset of 400,000 customers and experimented different algorithms.
• Performed comparative analysis between the highest performing cluster and other clusters using statistical methods, including t-tests, to identify significant differences.
• Developed and trained an ANN model with binary outputs to classify customer data, leveraging the insights from cluster analysis.
• Applied advanced machine learning techniques to optimize the model’s performance and ensure accurate predictions.
• Conducted in-depth research on competitors in the education industry, analyzing their market position, strategies, and statistical data.
• Provided actionable insights and recommendations for new projects based on competitor performance and market trends.

Cankaya, Ankara, Turkey

• Formulated an experimental study on intra-group behaviors, out-group versus in-group distinctions, and outcomes related to in-group threats, while merging, cleaning, and analyzing data using R software under the.
• Designed an experiment interface using Qualtrics and collaborated with professors to select translated assessments from literature on intergroup threat theory, social identity complexity, theory of mind, and executive.
• Organized experimental sessions and led a team of research assistants to gather data from 210 participants over four months.

Ankara, Turkey

• Attended rectorate meetings during student protests following the 2023 earthquake, facilitating dialogue between students and the university administration to address concerns regarding university regulations.
• Authored a comprehensive registration manual to help newcomers navigate the university's registration interface and understand the required procedures.
• Collected and addressed feedback from Bilkent psychology students through email surveys, presenting key suggestions to the department chair.
• Successfully advocated for a departmental town hall meeting, facilitating discussions on curriculum enhancement and addressing student concerns.
• Led the design and production process for department sweatshirts, coordinating student input, finalizing designs, and collaborating with companies for online sales.
• Collaborated with other student organizations, including Radio Bilkent, to help organize the university’s Spring Fest.

Ankara, Turkey

Head of Organization at Bilkent University Student Council Executive Comitee

Ankara, Turkey

• Tutored 20+ management, economics, psychology, and philosophy students taking introduction to calculus II course over topics of derivatives, integrals, multivariate calculus, and Lagrange multipliers for four months.

Ankara, Turkey

• Collaborated with a group of masters, doctorate, and post-doc researchers to create stimuli and program fifteen tablet tasks for children that assesses mental rotation, visuo-spatial working memory, sustained.

Istanbul, Turkey

İstanbul

• Discussed and experimented in sixteen science branches ranging from psychology to metallurgy along with twelve peers and professors of relevant branches for two months.

Istanbul, Turkey

• Arranged interviews with İbrahim Selim and Canan Karatay, interviewed with Canan Karatay for the health department and wrote an article based on the interview.
• Arranged and produced contents for science and health departments of the magazine and reviewed over 20+ articles.

Minor Program, Software Development, 4.00

Bachelor'S Degree, Psychology

Study Abroad, Cognitive Science And Artificial Intelligence

Relevant Coursework: Computational Linguistics, Deep Learning, Business Strategy and Data Analytics, Personality Disorders, Introduction.

Education record

Activities and Societies: • Received scholarship from the Federal Government of the USA to study an exchange year in Green Hope High.

Education record

Education record