Shrenik Jain
Machine Learning Engineer @Sony Interactive Entertainment
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WORK HISTORY
Machine Learning Engineer @Sony Interactive Entertainment
San Francisco, CA, US
Designed real-time post-processing enhancement algorithms, addressing blocking, blurring, and ringing artifacts, and enhancing temporal coherence in high-frame-rate gameplay, ensuring consistent visual quality across PlayStation consoles for 120M+ monthly active users.• Implemented single-step diffusion models for accelerated inference, achieving 15% gains in PSNR/PSNR-B and VMAF scores, enabling high-fidelity visual effects on constrained hardware while significantly reducing computational overhead.• Leveraged encoder-side statistics (e.g, QP values, CU sizes, motion vectors) to condition enhancement networks, enabling content-adaptive inference and more precise artifact suppression.
EDUCATION
UC San Diego
Master of Science
Vishwakarma Institute of Information Technology
Bachelor of Technology - BTech
The Bishop's School
Secondary (ICSE)
S.M Choksey Junior College
Senior Secondary (HSC)
ABOUT SHRENIK JAIN
Machine Learning Engineer with 4+ years of building end-to-end Vision and LLM-based…
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