Patidar Santosh

About Patidar Santosh

An experienced IT professional with over 8+ years in IT Application/Production/web/mobile support.•I am Engineer with Consultant leading with Artificial Intelligence-Machine Learning-Deep learning, Quantum computing, Big data, IOT, Embedded System, edge devices.•Focus on machine learning, deep learning, computer vision and natural language processing and Big data Hadoop/Spark Ecosystem.•Getting hands on CPU,GPU,TPU,QPU deep/machine learning,Compiler Clang, NNVM, TVM, GLOW,VTA, Ngarph, XLA, MLIR,GCC,MSVC,QUIL,QUOB,TensorRT, Model compilation and Optimization, code generation, accelerator and deploy model on edge devices(tinyml).•Strong technical background in project experience C,C++, Python, nodejs, JavaScript,Typescript and Devops etc.•Proven ability to identify problem, analyze possible solution and best way to resolve it.•Strong communication skills that have been put in use to understand client business problem. •Learning Quantum Computing/Hybrid /Universal/Annealing System D-Wave,rigetti,Gqc etcframework Cirq,forest,Ocean(Leap) simulator,algorithms / QUBO,QUIL,BQM,CSP etc

Experience

1. Senior Machine Learning Engineer

   General Mills

   May 2021 — Present · IN

   Tools and IDE Sagemaker,Colab pro and Cloud Platforms using AWS,GCP service.• Managing and Building AI Architecture on AWS platform using its services.•AI compute Benchmarking using MLperf.•Storage and Distributed file system Managing, monitoring the k8s infra, kubeflow serving TFX,KFserving,security, networking services.•Using Deep learning algo on behalf Design, Build, Test and evaluate to perform well accuracy.•Multiple models training on GPU and TPU, to find the accuracy and elapse time in training of huge Structure data.•Distributed Model training and pipeline on GPU and TPU environment.•Model Compression technique Quantization, Pruning and distillation of model Parameters based on Edge devices.•

Education

• Institute of Engineering & Technology DAVV, Indore

  M.tech, Data science

• Rajiv Gandhi Prodyogiki Vishwavidyalaya

  Bachelor's degree, Electronics & TeleCommunication

  2010 — 2014