Vijayraj Gohil
ML @ 2K Games | ML Systems | Computer Vision
- Role
- Machine Learning Engineer at Visual Concepts
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Vijayraj Gohil
I am a current graduate student at New York University pursuing a Master\'s degree in…
Experience
Machine Learning Engineer
Feb 2023 — Present · San Francisco, CA, US
Building NBA 2k26 Video Game title using Machine learning and 3-D Computer Vision.Developing state of the art evaluation framework for evaluating model performance, failure cases, robustness evaluation and working on out-of-order distribution casesAutomated the game processing pipeline by developing a timer clock detection, player jersey classifier, writing scripts for automated data annotation, camera sync, and calibration, and integration to pipeline, resulting in reduction of processing time by ∼65%.Utilized TensorRT library to accelerate model speed, decreasing model inference time by ∼350% and increasing the number of animations by ∼281% for the new game release.Migrated the existing machine learning team’s codebase from legacy Perforce to GitHub.Utilizing Docker and AWS services, such as S3, EC2, and ECR, to streamline the animation generation pipeline by migrating it from on-premise servers, increasing efficiency by ∼80%.
Education
Dwarkadas J. Sanghvi College of Engineering
Bachelor of Engineering - BE, Electrical and Computer Engineering
New York University
Master of Science - MS, Computer Science
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