About Me
Burkan Bereketoglu is a research physicist at TARLA and undergraduate student of physics at the Middle East Technical University. His research interests include algorithm development for physics and related physical functions and their generative nature, high energy physics simulation and modeling with phenomenology. He worked at several research labs at CERN, Harvard, METU in the past has one year industrial experience at a globally renowned FMCG company, ETI GIDA.
He is fascinated by medical physics and high energy physics theory and applications to medical field. Due to his perception on functions as what designs the nature, he looks at medical field on perspective of functions and statistics.
Download my CV as a PDF.
- Artificial Intelligence
- Applied and Computational Mathematics
- Medical Image Data Analysis
- Medical Informatics
- High Energy Physics
- Accelerator Physics
BSc in Economics, 2025
Anadolu University
BSc in Physics and Chemical Engineering, 2024
Middle East Technical University
Experience
Responsibilities include:
- Beam Diagnostics (Ocelot, Astra)
- Data Analytics, Machine Learning
- Model Deployment
- Signal Processing, Big Data Analytics
Responsibilities include:
- Teaching Quantum Physics to intellectual high school students
Responsibilities include:
- Analysing, Deep Learning via KERAS -Tensorflow
- Modelling
- Image Processing
Responsibilities include:
- Project design in machine learning in the group of Liverpool -HEP group for jet tagging
- Developing better approach for secondary vertex with pytorch for bjet, cjet and ljets.
- Efficieny increased from 65 to 79~80 percent and AUC curve from 0.93 to 0.97 for important groups.
Responsibilities include:
- Big Data Analytics
- Modelling
- Domain related statistics, Data science research
Education
- Data Science Lab
- HMS-MIT (Athinoula Martinos Center for Biomedical Imaging)
- TEMA (NGO for Greener World)
- 11 Graduate Level Courses - 40+ Extracurricular Courses, 1 Conference presentation with preprint, 1 preprint on submission
- Rank ~ 29/213
- 3.00 (2.1) Honors degree
- 1 Statistics Capstone Project (Gaussian Processes and their applications in Physics)
- 2 Physics Capstone Projects (Sunspot Forecasting via ARIMA and R & Muography with GEANT4)
- 1 Mathematics Capstone Project (Probabilistic Machine Learning: A Review)
- Metu AiChE
- Biomaterials
- Engineering
- Jet Tagging via Machine Learning
