raman ratnakar

Software Engineer

Icertis•  September 2021 - Present

I am working as NLP developer, • Analysis of model accuracy. • Design and implementation of accuracy metrices • Design and implementation of rule-based approach to improve accuracy, recall.

Software Engineer

Soroco India•  August 2020 - August 2021

• I have worked as a ML full-stack developer. • Worked as POC (point of contact) for the project. • Implemented multi class vendor classification based on Image Classification using CNN • Implemented a local dictionary using NLTK to support failing OCR. • Design, implementation of utility function and automation of regular tasks based on feasibility. • Support all phases of the model development process i.e. pre-processing, model training on gpu, analysis of the model evaluation, report generation and reporting, post-processing etc. • Designed the module that checks/validates the fields that are extracted in a correct manner from the tool. • Managing a team of 8 people, work assignment, reviewing the pre-processing of files.

Application Developer

IBM India Pvt Ltd•  April 2017 - March 2019

I was part of data analysis, backend support and maintenance team. Our team was responsible for enhancing, supporting and maintaining the existing functionalities in RentalMan application.