AWS
Prarthana Doshi
Machine Learning Engineer
Bangalore
Summary
Machine Learning Engineer skilled in Natural Language Processing with 4+ years of experience creating machine learning models and retraining systems and transforming data science prototypes to production-grade solutions. Enthusiastic technical professional with complete understanding of entire software development lifecycle.
Overview
4
4
years of professional experience
6
6
years of post-secondary education
Work History
Machine Learning Engineer 3
Factset Research Systems
Hyderabad
07.2018 - Current
- Historical Sections - Worked on filings documents to find same section/table in the previous year's filing document using word vectors and other NLP techniques. Managed the entire project from inception to production client release.
- S&P 500 Predictions - Worked on predicting additions and deletions to/from S&P 500 constituent list using statistical approaches.
- NER - Worked on fine tuning spacy models and other transformers model to create Named Entity Recognition model for financial data.
- Document Relevancy - Worked on a model to identify if document is relevant to a particular team or not. The project helped the team to increase their efficiency by 1.75x.
- Document Parsing - Worked on a project to create a tool that parses the HTML document using beautifulsoup and identifies all the sections and tables from the document.
Education
M.Tech. - Computer Science
DA-IICT
Gandhinagar, Gujarat 07.2016 - 06.2018
B.E. - Computer Engineering
Marwadi Education Foundation
Rajkot, Gujarat 07.2012 - 06.2016
Skills
Machine learning
Software
Heroku
Jupyter Notebook
Pycharm
Tools and Technologies
sklearn, pandas, numpy, spacy,
nltk, transformers, pytorch
beautifulsoup, AWS
Timeline
Machine Learning Engineer 3
Factset Research Systems
07.2018 - Current
M.Tech. - Computer Science
DA-IICT
07.2016 - 06.2018
B.E. - Computer Engineering
Marwadi Education Foundation
07.2012 - 06.2016
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