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@nachiket273

Nachiket

nachiket273
Pune

Hi, Nachiket here 👋

  • [ ] Who am I?
  • Hi, I'm Nachiket Tanksale from Pune, India.
  • I'm software engineer with 10+ years of experience.
  • I'm currently working with a startup in Natural Language Processing(NLP).
  • [ ] What type of work do I publish on GitHub?
  • I'm interested in reading and reproducing code for research papers mostly in areas - new optimizers, models, loss functions, deep learning model training methodology.
  • I publish the code for some papers implemented with pytorch
  • Sometimes I also write some notebooks related to some kaggle competition.

  • [ ] What technologies do I usually work on?
    pytorch, python, scikit-learn, huggingface transformers, RESTful webservices, c++

  • [ ] How will you use the funds?

  • Currently I use free google colab to train my models and I'm limited to using smaller datasets.
  • I can create cloud compute instance with the funds and can run my models on larger datasets as well as report more results.
  • [ ] What do I plan to do in future?
  • Start contributing to pytorch official repo.
  • I have started learning Quantum Computing, so I'll be adding content related to Quantum Computing mostly with QisKit.

1 sponsor has funded nachiket273’s work.

@nachiket273

This will cover my cloud compute cost to start with.

@taskswithcode

Featured work

  1. nachiket273/One_Cycle_Policy

    Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

    Jupyter Notebook 74
  2. nachiket273/Self_Driving_Car

    Udacity Self Driving Car ND projects - including lane detection, Traffic sign classifier, behaviour cloning

    Jupyter Notebook 64
  3. nachiket273/lookahead_pytorch

    Pytorch implementation of lookahead optimizer(https://arxiv.org/pdf/1907.08610.pdf) and RAdam(https://arxiv.org/pdf/1908.03265.pdf)

    Jupyter Notebook 14
  4. nachiket273/pytorch_resnet_rs

    Pytorch implementation of "Revisiting ResNets: Improved Training and Scaling Strategies"(https://arxiv.org/pdf/2103.07579.pdf)

    Python 29
  5. nachiket273/ML_Algo_Implemented

    Bare-bone and simple implementations of few Machine Learning Algorithms

    Jupyter Notebook 5
  6. nachiket273/VisTrans

    Implementations of transformers based models for different vision tasks

    Python 1

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