Prateek Chokse

Experience

• 

  AIRA Matrix Private Limited

  Sept 2018 - now

  • Interacting with clients and understanding their needs and developing solutions for those needs.• Design and development of Analysis Platform, which is a multi-tier scalable platform for submitting task of various kinds of analysis workload. It has ability to run and manage long running tasks in a GPU cluster.• Optimization of AI/ML algorithms, which usually includes porting of Python code to C++, writing GPU kernels, optimization of data pipelines and multi-threading.• Development and maintenance of CUDNN-based Analysis framework, which includes supporting various new network layers and optimising existing layers.• Integrated the OnnxRuntime and TensorRT with the existing Analysis framework to support the '.onnx' format and added support to custom layers.• Deployment of the Analysis platform in closed and open environments. Having different kind of clusters like Kubernetes, slurm, AWS ECS, etc.• Optimization of Image processing algorithms using GPU and CPU parallel computing and created python bindings for these algorithms for other team usage.• Created internal tools for optimization of the models and facilitate of porting.• Ported openslide library in C++ and added support for other formats like VSI CellSens(.vsi), BigTiff, etc. Show less

  • Senior Software Engineer

    Jun 2022 - now

  • Software Engineer

    Sept 2018 - now