I'm

Erdem Ünal Data Architect ML Engineer

Data EngineerBMG - The New Music Company

ELT connection from SAP BW to Bigquery

Worked as an ML Engineer in Music Similarity, Tagging and Information Retrieval tasks targeting BMG Music Catalogue

CI-CD pipeline using Bitbucket, Cloud Build, JIRA, Confluence

Automated cloud operations (resource management, IAM control) using Terraform and GCP

Research AssistantDiscoRet

Participated in research studies and published Enhancing Fairness of Visual Attribute Predictors at ACCV 2022 Conference

Research topics: Fairness, Robust Generative Models (VAEs, GANs, INNs), Latent Space manipulation, Hyper- parameter optimization, Neural Architecture Search, AutoML

References available upon request (Nishant Kumar) (Dmitrij Schlesinger)

Python ProgrammerHelmholtz-Zentrum Dresden-Rossendorf

Designed a UNIX command line tool that queries popular AI hubs for pre-trained weights of a given architecture

References available upon request (Dr. rer. nat. Peter Steinbach)

Visual ComputingMaster of Science

Technische Universität Dresden

Master's Thesis: Out-of-distribution Detection for Microscopic Imaging

Publication: Enhancing Fairness of Visual Attribute Predictors

Topics: Deep Learning, Computer Vision, Computer Graphics, High Performance Computing, Data Visualization

Electrical & Electronics EngineeringBachelor of Science

Bilkent University

Project: LocInCampus - 2D outdoor localization system independent of GPS functioning in Bilkent University Campus borders

Topics: Telecommunications, Computational Neuroscience, Digital Signal Processing, Statistical Learning and Data Analytics, Reinforcement Learning, Computer Networks, Embedded Systems