Ecosyste.ms sponsors
An open API service aggregating public data about GitHub Sponsors.
An open API service aggregating public data about GitHub Sponsors.
A software Engineer working in NLP and interested in deep learning and ML
Funding Links: https://github.com/sponsors/nachiket273
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.
Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)
Language: Jupyter Notebook - Stars: 74Udacity Self Driving Car ND projects - including lane detection, Traffic sign classifier, behaviour cloning
Language: Jupyter Notebook - Stars: 64Pytorch implementation of lookahead optimizer(https://arxiv.org/pdf/1907.08610.pdf) and RAdam(https://arxiv.org/pdf/1908.03265.pdf)
Language: Jupyter Notebook - Stars: 14Pytorch implementation of "Revisiting ResNets: Improved Training and Scaling Strategies"(https://arxiv.org/pdf/2103.07579.pdf)
Language: Python - Stars: 29Bare-bone and simple implementations of few Machine Learning Algorithms
Language: Jupyter Notebook - Stars: 5Implementations of transformers based models for different vision tasks
Language: Python - Stars: 1