CV

Education

• Ph.D in Computer Science, KTH Institute of Technology, (expected)
• M.S. in Machine Learning, KTH Institute of Technology, 2024
• B.S. in Computer Engineering, Sharif University of Technology, 2021

Work experience

• Machine Learning Engineer Intern (2024)
  • Huawei Research Center, Stockholm
  • Member of Wireless Network Algorithm Group
  • Using ML methods to enhance quality of wireless communication
• Research Assistant: Spatial and Single-Cell Transcriptomics Foundation Models
  • Wellcome Sanger Institute
  • Supervisor: Prof. Mo Lotfollahi
  • Duties included: Interpretable integration and analysis of transcriptomics data using multimodal generative modeling and LLMs in transcriptomics as well as multimodal representation learning for Natural Language and Biological Data
• Research Assistant: Machine Learning for Computer Networks
  • Sharif University Information, Network and Learning Lab
  • Supervisor: Prof. Mahdi Jafari
  • Researching the intersection of Machine Learning and Computer Networks. Our work was concerned with enhancing the quality of data transmission, in particular images, through noisy networks with Deep Joint Source Channel Coding.

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

A variational auto-encoder approach for image transmission in noisy channel

A. H. Estiri, M. R. Sabramooz, A. Banaei, A. H. Dehghan, B. Jamialahmadi and M. J. Siavoshani, "A Variational Auto-Encoder Approach for Image Transmission in Noisy Channel," 2020 10th International Symposium onTelecommunications (IST), Tehran, Iran, 2020, pp. 227-233, doi: 10.1109/IST50524.2020.9345813.

Talks

Conference Proceeding talk 3 on Relevant Topic in Your Field

March 01, 2014

Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA

Talk 2 on Relevant Topic in Your Field

February 01, 2014

Talk at London School of Testing, London, UK

Tutorial 1 on Relevant Topic in Your Field

March 01, 2013

Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA

Talk 1 on Relevant Topic in Your Field

March 01, 2012

Talk at UC San Francisco, Department of Testing, San Francisco, California

Teaching

Teaching experience 2

Teaching experience 1

Service and leadership

• Currently signed in to 43 different slack teams