Harish Vasanth Email & Phone Number

El Dorado Hills, Ca, Us

Folsom, California, United States

Contributed to Kairos, a system-level analysis and projection capability, which allows for analysis of GPU performance on AI/HPC applications through a breakdown into phases and clusters.Investigated and addressed issues across a multi-GPU application, different APIs (compute and communication), shims, and driver layers.Set up new multi-node workloads and ensured analysis capability with Kairos to compare hardware and software implementations against competitors. E.g. GPT2… Show more Contributed to Kairos, a system-level analysis and projection capability, which allows for analysis of GPU performance on AI/HPC applications through a breakdown into phases and clusters.Investigated and addressed issues across a multi-GPU application, different APIs (compute and communication), shims, and driver layers.Set up new multi-node workloads and ensured analysis capability with Kairos to compare hardware and software implementations against competitors. E.g. GPT2 training with FSDP on two H100 GPUs Show less

Working with researchers to analyze underwater data about fish species using commercial depth cameras.Wrote Python scripts to process the accuracy, precision, and recall of the YOLO AI model’s predictions.Evaluated the OAK-D stereo camera to determine the suitability underwater use.Used the DepthAI API and NumPy to save depth data to a TIFF file to calculate length between any two pixels in an image.Converted existing fish head-tail detection tools from Python to… Show more Working with researchers to analyze underwater data about fish species using commercial depth cameras.Wrote Python scripts to process the accuracy, precision, and recall of the YOLO AI model’s predictions.Evaluated the OAK-D stereo camera to determine the suitability underwater use.Used the DepthAI API and NumPy to save depth data to a TIFF file to calculate length between any two pixels in an image.Converted existing fish head-tail detection tools from Python to Rust.Building an iOS app that utilizes an iPhone Pro’s LIDAR sensor, a fish segmentation model, and the aforementioned head-tail detection algorithm to calculate the length of a fish and store the image data. Show less

Co-developed a performance model for a cache coherent network based on the MOSI protocol using the Python SimPy library.Built a traffic generator in Python for the network which creates instructions based on desired parameters (hit/miss %, read/write instruction distribution, etc.) and outputs statistics relating to network performance.Investigated the use of Perfetto as a packet tracing tool to understand network behavior.

Bachelor Of Science - Bs, Computer Science

High School Diploma