Siddhant Ranade Email & Phone Number

Mountain View, Ca, Us

Dallas, Texas, United States

- Developed and launched a high-fidelity video denoising and upscaling feature. (PyTorch)- Researched and implemented an SDR-to-HDR inverse tone-mapping feature. (PyTorch, C++)- Productionized a frame interpolation model, increasing slow-motion by 2×. (C++)- Owned all the inference pipelines for frame interpolation. (ONNX, TensorRT, CoreML)- Improved the accuracy and colorspace-correctness of video playback. (C++, C, FFMpeg)

Greater Salt Lake City Area

Supervisors: Prof. Srikumar Ramalingam and Prof. Ladislav KavanTeaching Mentor for the course Computer Graphics, taught by Prof. Ladislav Kavan.

Boston, Massachusetts, United States

Salt Lake City, Utah, United States

Monocular 3D Human Pose Estimation

Greater Seattle Area

Topic: Learning Material-Aware Local Descriptors for 3D ShapesSupervisor: Vladimir KimUsed a neural network to learn material-aware descriptors from view-based representations of 3D points for point-wise material classification or material-aware retrieval.

Prague, The Capital, Czech Republic

Topic: Segmentation of Drosophila Eggs from Microscopy Scans using Convolutional Neural Networks Supervisor: Prof. Jan KybicTrained a fully convolutional network (U-Net) consisting of a contracting path (for feature detection) followed by an expanding path (for localization), from scratch, to label each pixel of a fluorescence microscopy scan as either part of a drosophila egg or not.Achieved accurate results using just 75 training images.

Doctor Of Philosophy - Phd, Computer Science

PhD student in Computer Science, School of Computing, University of Utah

Bachelor Of Technology (B.Tech.), Engineering Physics

B.Tech. in Engineering Physics with a Minor in Computer Science B.Tech. Project (BTP) -- Material Prediction for Untextured 3D Models.