Tanmay G.
NagpurIndia

Deepstream Video Analytics Developer (Expert)

Certifications: 🏆 Nvidia Certifide Developer for Deepstream and TAO. 🏆 Certifications from Coursera in Deep Learning and NLP. 🏆 Consistently got Best employee when in Job.. Skills: ✔️Python and C++ ✔️Machine Learning ✔️Deep Learning ✔️TensorFlow/PyTorch/Nvidia TAO ✔️Computer Vision/Digital Image Processing ✔️Nvidia Deepstream ✔️Object detection and tracking ✔️Exploratory data analysis ✔️Performance Evaluation ✔️Object-Oriented Programming ✔️Data Extraction ✔️Data Structures ✔️Data Visualizations • Transformed the working infrastructure and migrated to NVIDIA ecosystem. • Implemented applications like Object Detection, Action Recognition and Face Recognition for client. • Provided client with required training and Knowledge transfer for further improvements. • Accomplished a 500 percent increase in revenue with an optimized product. • Trained and optimized neural network with NVIDIA TAO and Tensor RT. • Implemented and experimented with the NVIDIA Triton inference server on a live project. Integrated it with Deepstream. • Redesigned the Face Recognition and Perimeter Watch solutions with Nvidia Deepstream. • Optimized AI products which reduced hardware cost by a factor of 5. • Conducted POC on multiple problem statements like Object Detection, Object Recognition, Object Counting, etc. on SOTA Deep Learning models. • Analysed multiple OCR models like EasyOCR, KerasOCR, and Tesseract. • Designed architecture for multiple AI products including frontend, backend, and AI server. • Deployment of Deep Learning Models at Scale for live processing of video feeds (RTPS).

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Skills

  • PyTorch
  • Deep Learning Modeling
  • Keras
  • SQL
  • React Native
  • RESTful API