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My expertise is in understanding complex research idea and convert it into faster, simple and clean code which could be used for real world. Efficient in C++/JAVA/pytorch
I am willing to help people use the latest research, and use it for real world use cases.
Sample Projects
- I reimplement a paper in pytorch and make is clean and more readable. This encourage researchers to use my code and extends their reserach.
https://github.com/atulkum/pointer_summarizer#papers-using-this-code - I wrote a java wrapper on google sentencepience library so integrating BERT model in java would be easier
https://github.com/atulkum/sentencepiece_java_wrapper - Wrote a BERT CRF model (even huggingface don;t have BERT CRF currently AFAIK)
https://github.com/atulkum/sequence_prediction/blob/master/NER_BERT/crf.py
Why I need sponsorship
- Need to buy more power full GPU
- Need to pay electricity bills (GPU eat lots of electricity)
- Motivation
To keep my electricity bill running and to buy a $2000 refurbished GTX 1080TI machine within next 6 months.
Featured work
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atulkum/pointer_summarizer
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
Python 911
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