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πŸ‘‹ Hi

  • With more than 8 years of professional experience I have expertise in deploying AI Models for Large Scale VMS Products providing real-time analytics and deployed over Server, Cloud and Edge
  • Thanks to my previous working on SQL Optimzer with proprietary contribution in Tree Parsing, Backpropagation and Tree Optimization Algorithm I precieve Neural Network functioning as different Tree Algorithms
  • 🀠 I had lot of fun and learning while working intensively on Neural Network model parsing, converting to various frameworks, creating optimized files, implementing optimized network definition
  • πŸ’¦ Last few years gave me an opportunity to contribute in every stage of AI-pipeline from data-collection to AI model deployment and creating products and libraries around AI models
  • 🧠 Few hrs of week I spend in experimenting with new NN Architecture, playing with Optimiser Algorithm, trying different training strategies.
  • 🧩 Currently I am actively working on extracting unique features from SSD without having additonal training
  • πŸ‘· I am open to contributing in AI it may be designing neural networks, formulating training strategies or writing new products for AI or with AI
  • πŸ“« You can reach me on: [email protected]
devchait.github.io Expertise:

β€’ Effective Problem Solving
β€’ Leading developers to extract there best
β€’ Architecting the VMS Product suite with real-time Analytics
β€’ Researching and selecting efficient tools for creating faster cost-effective AI/ML solutions
β€’ Designing Frameworks from scratch to leading them to full-fledge working suite
β€’ Selecting and formulating easy to contribute framework giving rise to automatic creation of new Products and automating existing workflows without explicit requirement for automation
β€’ Graph parsing algorithm, Tree Optimization Algorithm, Backtracking learning Algorithm
β€’ Working with PyTorch deep learning framework for design and implementation of CNN's for image recognition, classification, retrieval problems
β€’ Deploying NN models to highly optimized IE's including NVIDIA TensorRT, Intel Openvino, TFlite and Android NDK's
β€’ Optimizing end-to-end inference pipeline, Desigining new inferencing strategies for having larger throughput

✍️ Articles :

βœ”οΈπŸ–‹οΈ Streamlined On-Premise Code Collaboration: Introducing Gitea - Your Effortless Open-Source GitHub Alternative
β˜„οΈπŸ₯‡ AI developement evolution & AI/NN End-to-end Pipeline.
β˜„οΈπŸ₯‡ Resposnible for design & implementation of ML workflow pipeline using DVC+Git.
β˜„οΈπŸ₯‡ Multi-Faceted Inference Benchmark Framework
β˜„οΈπŸ₯‡ Channel Improvement the impact of cuda base pre-processing
β˜„οΈπŸ₯‡ Issue with Kalman and Deep Sort Tracking
β˜„οΈπŸ₯‡ Simple Memory Efficient Adaptive Frame rate Tracker
β˜„οΈπŸ₯‡ Custom Yolo Kernel for Faster Object Tracking
β˜„οΈπŸ₯‡ Illusion of same operations on different neural network framework causing chaos
β˜„οΈπŸ₯‡ Good Design Patterns and coding Practices leading to automatic formation of large AI ecosystem suite
β˜„οΈπŸ₯‡ Simple Yolov5 Pre-processing CPU vs GPU

πŸ› οΈ Skills :

Python C++ TensorFlow Pytorch Tensorrt C++ Weights&Biases DVC Groovy Kafka Spark React Pandas VSCode Visual Studio CMake GithubActions RabbitMQ PostgresSQL Jira


πŸ”₯ My Stats :

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πŸ“– LinkedIn

Chaitanya Khire's Projects

Chaitanya Khire doesn’t have any public repositories yet.

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