Machine Learning Engineer with 4 years of experience in building Large-Scale models for Visual Intelligence
Presently, advancing large-scale visual intelligence at Sony PlayStation, building models that power the gameplay experience for 120M+ users worldwide. My work focuses on super-resolution and removing compression artifacts, leveraging deep generative architectures and neural image restoration pipelines to deliver ultra-low-latency inference at scale.
At UC San Diego’s Spatiotemporal Machine Learning Lab, I contribute as an Applied Researcher to model uncertainty quantification and stochastic representation of geophysical processes. This involves designing probabilistic deep learning frameworks (like Diffusion) and running large-scale distributed training experiments across multi-node GPU clusters for pre-training and supervised fine-tuning (SFT).
Curious about my work? Explore more on my website.
If you’re a recruiter or hiring manager with potential opportunities, or someone interested in collaborating and exchanging ideas, I’d be delighted to connect. Feel free to schedule a meeting with me. You can also reach out via email at shrenikkjain81@gmail.com.
