Ekin Güngör

Experience

• 

  CBOT

  Jul 2020 - Sept 2020

  Junior NLP Intern

  - Applied NLP concepts to tackle Turkish language-specific typo correction challenges.- Developed a dynamic programming-based model for precise typo correction, incorporating both basic and Bayesian probabilistic approaches.- Trained and optimized an encoder-decoder model using Turkish language data, addressing compatibility issues with TensorFlow and Keras.- Utilized artificial typos to enhance real-world performance and achieved accelerated training using Google Colab's GPU capabilities.- Employed regular expressions for efficient text processing and dataset management.Keywords: NLP, Typo Correction, Turkish Language, Machine Learning. Show less

• 

  Corti

  Jul 2021 - Jul 2023

  - Participated indesigning and implementing an Automatic Speech Recognition Evaluation Repository.- Conducted an in-depth analysis of undesired stochasticity present in ASR models.- Implemented and tested health check endpoints across various microservices, ensuring the proper functioning of our data pipeline.- Also contributed to Elasticsearch scripts using the Painless language.Keywords: Speech Processing, Model Analysis, Model Interpretability, API Development, Microservices, Elasticsearch. Show less - Conducted a literature review, studied research papers, and various neural architectures.- Developed and trained two distinct Neural Network-based Speaker Diarization models from scratch, along with preparing reports.- Gained hands-on experience in Speaker Diarization and Automatic Speech Recognition.- Acquired practical Deep Learning expertise using TensorFlow, including tasks such as data preparation, model development, and system integration.Keywords: Speech Processing, Speaker Diarization, Research & Development. Show less

  • Machine Learning Analyst

    Oct 2021 - Jul 2023

  • Machine Learning Intern

    Jul 2021 - Sept 2021
• 

  ATARA Makine Otomasyon

  Sept 2023 - now

  Software Project Manager