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Hi there, I'm Animesh Mishra! 👋

Welcome to my GitHub profile! I'm currently pursuing a Master of Science in Computer Science with a concentration in AI at New York University (NYU) Courant Institute of Mathematical Sciences. With a strong background in deep learning, computer vision, and big data, I have a passion for developing scalable and efficient machine learning models and systems.

💡 Projects

  • CEMDL: Developed advanced CUDA kernels for auto-differentiation, GEMM operations, and deep learning architectures like ResNet-18, attention modules, and Transformers, enhancing performance and scalability.
  • CiNEDL: Collaborated with the Indian Space Research Organisation to develop a cyclone intensity prediction model using TensorFlow and OpenCV, deployed with a ReactJS frontend and Django backend for user-friendly accessibility.
  • Vartalaap: Developed a communication application utilizing ReactJS, Redux, RabbitMQ, Node.js, Socket.IO, MongoDB, and WebRTC, incorporating OAuth-based user authentication, multiple-peer video conferencing, and chat functionalities.
  • VirDoc: A mobile application developed in React Native for healthcare, integrating Bayesian Estimation for disease prediction, Agora SDK for real-time video consultations, and AWS EC2 for backend deployment.

📚 Publications

  • A. Mishra, R. Jha, V. Bhattacharya, “SSCLNet: A Self-Supervised Contrastive Loss-Based Pre-Trained Network for Brain MRI Classification”, IEEE Access DOI
  • A. Mishra, V. Bhattacharya, “Applying Semi-Supervised Learning on Human Activity Recognition Data”, IEEE International Conference in IoT and Blockchain - 2022 DOI

🛠️ Skills

  • Languages: Python, C/C++, JavaScript, C#, SQL, Java, .NET
  • Technologies: PyTorch, TensorFlow, CUDA, Keras, Kubeflow, Hadoop, HDFS, Node.js, CMake, React, Typescript, Redux, Django, Kubernetes, Docker, GIT, MySQL, MongoDB, Linux, Windows, Azure Files, AWS, GCP, JSON, XML, Firebase, Swagger API, OpenCL, DGL, Wordnet, PostgreSQL, NLP, Web-development, Machine learning, HPC, GPU Programming, SDLC, MapReduce, Unit Test, Regression, Version Tests, Bash, Shell, Problem Solving, SaaS

📫 Contact Me

Animesh Mishra's Projects

cemdl icon cemdl

Comprehensive Advancements for Modern Deep Learning

deep-rppg icon deep-rppg

Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools

esim-cloud icon esim-cloud

A web-based system for designing and simulating electronic (eSim) and Arduino circuits.

fish icon fish

Code for Teach a Robot to FISH: Versatile Imitation from One Minute of Demonstrations

fstsim icon fstsim

FSTSim: A framwork for implementing a Teacher Student model for semi-supervised training in a federated setup.

hacktoberfest_19 icon hacktoberfest_19

This repository aims to cater to all users from beginners to advanced in this Hacktober'19. Everyone will surely have a take away form this. Happy Hacktober !!

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