Sanjay Saha

Sanjay Saha

Researcher, PhD student

National University of Singapore

Biography

It is great to have your attention on my site! I am Sanjay Saha, currently I am pursuing Ph.D. at the Department of CS of the National University of Singapore. My primary research focus is on analysis of face images/videos. I love to learn about and solve Computer Vision problems alongside. You are welcome to visit my LinkedIn page!

As a part of my Ph.D. program I have assisting as a TA, so far I have assisted in these modules: Biometric Authentication, Applied ML for Business Analytics, Discrete Maths, DB systems. I previously was as educator before joining the doctoral program: a Lecturer at the Department of CSE, University of Asia Pacific (UAP), Dhaka, and United International University (UIU), Dhaka.

Download my resumé .

Interests
  • Computational Vision
  • Image analysis
  • Machine Learning
Education
  • PhD in Computer Science (ongoing), 2023

    National University of Singapore

  • Masters in Computer Science and Engineering, 2016

    University of Dhaka

  • BSc in Computer Science and Engineering, 2014

    University of Dhaka

Experience

 
 
 
 
 
National University of Singapore
Research Assistant
May 2022 – Present Singapore

Research on

  • Deepfake generation methods
  • Quantitative and Qualitative analyses
  • Reproduction and implementation of SOTA methods
 
 
 
 
 
National University of Singapore
Graduate Teaching Assistant
Aug 2018 – May 2022 Singapore

Conducted tutorial classes on (some multiple times)

  • Biometric Authentication
  • Advanced Analytics and ML
  • Workshop of Visual Computing, SCALE AI & ML
  • Others: Database Systems, Discrete Mathematics, and more.
 
 
 
 
 
Invigilo Technologies
Research Engineer (Part-time)
Jun 2020 – May 2022 Singapore

Developed Computer Vision solutions for automated construction work-site safety violation detection. Built solutions using state of the art video analytics techniques for

  • Detecting and tracking objects
  • Human action recognition
  • Pose estimation, proximity estimation, etc.
 
 
 
 
 
ByteDance
Research Scientist (Intern)
May 2021 – Jul 2021 Singapore
In this tenure I worked on a section of a project for TikTok video duplication detection where I had to work with variations of the transformer models, developing image matching algorithms based on requirements, working with SQL for informative report generation, etc.
 
 
 
 
 
University of Asia Pacific
Assistant Professor
Oct 2017 – Jul 2018 Dhaka, Bangladesh

Lectured, and designed curriculum of these courses

  • Structural Programming Language
  • Algorithm Design
  • Object Oriented Programming Also, guided two student-groups to research projects, one leading to a publication.
 
 
 
 
 
University of Asia Pacific
Assistant Professor
Oct 2017 – Jul 2018 Dhaka, Bangladesh

Lectured, and designed curriculum of these courses

  • Theory of Computation
  • Algorithm Design
  • Object Oriented Programming
  • Discrete Mathematics, Programming Language (Year 1) Conducted research on use of Machine Learning methods in different protein site identification (Bio-informatics) leading to multiple top-level journal publications.

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