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Koc University
Data Scientist
June 29, 2026 – Present
O1O
October 9, 2024 – March 28, 2025
Official code for "O1O: Grouping Known Classes to Identify Unknown Objects as Odd-One-Out" (ACCV 2024 Oral)
View ProjectRbA
June 9, 2023 – January 10, 2025
Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)
View Projectconcept-drift-robustness
January 7, 2023 – January 26, 2023
concept-drift-robustness — GitHub repository
View Projectunsupervised_open_set
May 10, 2022 – June 12, 2022
Unofficial implementation of Perera, P. et al. “Generative-discriminative feature representations for open-set recognition.” CVPR, 2020.
View Projectnoise2grad_julia
October 17, 2021 – December 21, 2021
Unofficial Julia implementation of Lin, H. et al. “Noise2Grad: Extract Image Noise to Denoise.” IJCAI, 2021.
View Projectbounswe2020group5
February 10, 2020 – January 24, 2023
In this course, we will create a E-Commerce Platform in accordance with our customer's desires. This platform enables users to sell or buy all kind of products(e.g., electronic, home)
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards academic research and personal projects, primarily in computer vision and machine learning. While this demonstrates strong technical capabilities in a specific domain, there is limited evidence of experience in collaborative, product-focused environments or diverse industry applications. The single listed professional experience as a Data Scientist at Koc University is current but lacks details on responsibilities or achievements, making it difficult to fully assess alignment with typical industry Data Scientist roles.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.