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
Natural Language Processing
Deep Learning
API Development
Algorithmics
Data Structues
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