@rohitdas4
Computer vision researcher at Sony Research India creating the next lip-sync model.
IndiaAt Sony Research India, Iām creating the next lip-sync model. My research has also included 3D face reconstruction with StyleGAN3-based texture synthesis from multi-view images at Color Imaging 3D Lab.
At Bifrost AI, I deployed models for texture generation from text and reduced computation time from hours to minutes. At EstiloAI, I created a pipeline to segment human body parts in under eight seconds for virtual try-on of 2D human images.
Work history, roles, and key accomplishments
Worked as Research Consultant at Sony Research India.
Creating the next lip-sync model.
Career Break
Nov 2024 - Present (1 year 11 months)
Started working on multiple freelancing opportunities
Worked with the CEO to find virtual Try-on for 2D human images.
Created a novel pipeline to segment various parts of human body with computation time less than 8 seconds.
Handled multiple interns and led the computer vision team to understand and align with company goals.
Worked as a freelancer and created a survey of various explainable AI usage and it's future implication.
Collaborated with higher management including managers and president to understand the company goals.
Deployed cutting-edge models across multiple products, with a primary focus on texture generation from textual input. Significantly optimized time efficiency, decreasing computational time from hours to mere minutes.
Worked as a researcher in CI3D lab.
Collaborating with my advisor Professor Tzunghan Lin.
Topic of Research - 3D-GANTex: 3D Face Reconstruction with StyleGAN3 based Texture Synthesis from Multi-View Images
Jan 2022 - Jun 2023 (1 year 5 months)
Worked closely with Professor Tzung-Han Lin in CI3D lab to research and develop innovative 3D face modelling techniques, focusing on texture reconstruction and neural rendering using state-of-the-art AI vision models.
Student Researcher in CV Lab. Focused on solving Solderball Grid Array Reconstruction from X-Ray Images.
Worked as Service Engineer at Mazel Infratech Pvt. Ltd..
Automation Engineer at Allied Media. Implemented state of the Art Automation technologies. Mostly Web Automation and process Automation
Degrees, certifications, and relevant coursework
Master's degree, Computer Science
2021 - 2023
Master's in Computer Science. Specializing in Computer Vision, Computer Graphics
Mathematics for Machine Learning: PCA
Sep 2020
Statistics for Data Science and Business Analysis.
Mar 2020
Java Programming Masterclass for Software Developers
Mar 2020
Object Oriented Programming in Java
May 2019
Complete Python Bootcamp: Go from zero to hero in Python 3
Jul 2019
Programming Fundamentals
Jul 2019
The complete SQL Bootcamp
Jun 2019
Bachelor's degree, Computer Science
2014 - 2018
Software and tools used professionally
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