Ratish More

Data Scientist

Morningstar India

Mumbai

09.2018 - Current

Document Classifier : Developed Machine Learning and Deep Learning Models for Classifying different document types for company published documents and deployed on AWS lambda.
Table Classifier : Developed Machine Learning Model for Classifying Financial Documents which is having relevant financial information.
Datapoint Classifier : Extraction of financial values and metadata from tables of document.
Paragraph Classifier : Developed Machine Learning Model for Classifying Pay Ratio segment from a definitive proxy statement.
Datapoint Extraction : Extraction of Various Datapoints related to Pay Ratio segment using Custom Named Entity Recognition.
Implemented API’s for clients to use Machine Learning Models using Flask ,SQL Alchemy
Led and performed source code review partnering with product development team to automate data collection system
Analyzed requirements and designed, developed and automated software applications
Improved code pipelines and stability using AWS cloud services
Experienced in applying pre‑trained language models like BERT
Worked on TensorFlow TFRecordDataset along with keras generators
Recognized as subject matter expert for Data Collection application
POC : GAN to draw tables on raw pdf documents
POC : Table detection using YOLO algorithm
TECHNICAL SKILLS :
Programming Python, Flask, FastApi, SQL Alchemy, Machine Learning, Deep Learning
Web Technologies HTML, CSS, BootStrap, JavaScript, jQuery
Database PostgreSQL, SQL Server, MongoDB
Tools Postman, Jupyter, VSCode, Pycharm
Other Web Service API ‑ REST and SOAP, Terraform, Docker, Github, AWS cloud services,JIRA