Sarthak Consul

Building end-to-end ML systems across the full hardware spectrum — from power-constrained edge inference on embedded GPUs to large-scale distributed training. Currently at Matic Robots; previously at Meta.

now · Optimizing SOTA vision model inference on Jetson Nanos · scaling up training+data platforms · writing a streamable Gaussian-splat viewer
featured project WIP

Streamable Gaussian Splat Viewer

High-performance Rust renderer for streamable 3D Gaussian-splat scenes: progressive LOD streaming over the network, on-the-fly decoding, and custom GPU rasterization kernels.

lang: rust · gpu: wgpu+metal+cuda · status: wip · v0.1
focus
inference optimizationlarge-scale ML infracomputer visionworld modelsgaussian splats
stack
  • Languages Python · Rust · CUDA · C/C++ · SQL · TypeScript
  • ML PyTorch · TensorRT · DALI · PTQ · QAT · AMP · PEFT · DDP · distillation
  • Infra Nsights · Ray · Docker · Bazel · Slurm · Kubernetes · WebDataset · DataFusion · Parquet
writing 6 drafts
drafts in progress
experience
Matic Robots · Research Engineer
Mountain View, CA
Meta · SWE Intern, Ad Product Optimization
Menlo Park, CA
IIT Bombay · Research Assistant
Mumbai, India
education
  • Stanford
    M.S. Computer Science (AI)
  • IIT Bombay
    B.Tech, Electrical Engg. (Hons. + Minor)
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build a3f2c8 · v0.1.0 ▲