Chinmay Vadgama
@CDvadgama
Actively looking for Internship and New Grad opportunities
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Work Experience
Software Engineer - NLP Intern
CFILT Lab, IIT Bombay•  December 2017 - April 2018
Project : Noun Compound Interpretation [ NLU Task IAA - 50 to 60% ] • Tackled challenge of interpreting semantic relations between constituent nouns in Noun Compound with semi-supervised learning approach • Improved word-sentence search time by 90% using word concordance/indexing. • Obtained refined corpus using Wikipedia dump(15 GB) as Raw corpus, formed word embedding based vectorized representation of sentences for clustering. • Used Neural Network to find mathematical representation of different POS tags & SRLs using matrix between layers. • Achieved F-Score of 47.93 ( Task Inter Annotator Agreement (IAA) of around 50 to 60% variable from language to language ) • Tools Used: Python, Tensorflow, NumPy, SciPy, scikit-learn, Keras, Multiprocessing, Stanford CoreNLP parser, SENNA, Word2vec.
Education
San Jose State University, San Jose
Software Engineering, MS•  August 2019 - Present
GPA : 3.8 | NLP Committee lead at ML@SJSU
Dharmsinh Desai University
Computer Science & Engineering, B.Tech•  August 2014 - May 2018
GPA : 3.95
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