abhishek-kumar
I help businesses solve problems with data and machine-learning. I've worked at big-tech companies (Meta, Google) as a technical leader for 15+ years.
Google (@google), Meta (@facebook), Arta Finance (@Arbo-Works)San Jose, CA
Pinned Repositories
AIGA
Artificially Intelligent Grid Assistent - AI based tutors which answer user queries in an interactive and conversational manner. This project won the national first runner-up award at Microsoft's Imagine Cup, 2007. It was also presented at the 14th International Conference on High Performance Computing, 2007.
bow_parser
Bag of words parser (bow_parser) parses a given text file and outputs word frequencies and line numbers.
BPMLL
Wrapper around the BPMLL model to obtain results on benchmark multilabel datasets.
BPMLLBinary
A binary wrapper for the BPMLL multilabel learning algorithm as implemented by Mulan (mulan.sourceforge.net)
dbgap-classifier
A text classifier for retrieving relevant documents from dbGap. This was used to produce results published in the proceedings of the American Thoracic Society, 2012.
ml-edge
NNForMLL
Neural Network Models for Multi-label learning
PCC
Probabilistic classifier chains, extended with the concept of beam search
TextVect
A Feature Engineering Tool for Classification of Clinical Text
WordSegmenter
A linear chain conditional random field model for word segmentation based on syllables
abhishek-kumar's Repositories
abhishek-kumar/NNForMLL
Neural Network Models for Multi-label learning
abhishek-kumar/BPMLL
Wrapper around the BPMLL model to obtain results on benchmark multilabel datasets.
abhishek-kumar/PCC
Probabilistic classifier chains, extended with the concept of beam search
abhishek-kumar/ml-edge
abhishek-kumar/WordSegmenter
A linear chain conditional random field model for word segmentation based on syllables
abhishek-kumar/AIGA
Artificially Intelligent Grid Assistent - AI based tutors which answer user queries in an interactive and conversational manner. This project won the national first runner-up award at Microsoft's Imagine Cup, 2007. It was also presented at the 14th International Conference on High Performance Computing, 2007.
abhishek-kumar/TextVect
A Feature Engineering Tool for Classification of Clinical Text
abhishek-kumar/bow_parser
Bag of words parser (bow_parser) parses a given text file and outputs word frequencies and line numbers.
abhishek-kumar/BPMLLBinary
A binary wrapper for the BPMLL multilabel learning algorithm as implemented by Mulan (mulan.sourceforge.net)
abhishek-kumar/dbgap-classifier
A text classifier for retrieving relevant documents from dbGap. This was used to produce results published in the proceedings of the American Thoracic Society, 2012.
abhishek-kumar/BITS-Pilani-SWDSoftware
abhishek-kumar/election-software
Software written for the LAMP/WAMP stack that facilitates the conduct of an election process.
abhishek-kumar/youtube_downloader_and_trimmer
Helpful script to download a trimmed part of a youtube video.