Ajay Therala

ML Developer

Tata Consultancy Services Ltd•  August 2021 - Present

As a part of Domain Specific Search Engine Development I've worked on various Modules such as Data Extraction Module to extract the content from pdf/web/faq files and store the data in MongoDB. I've worked on NER module to extract the entities and train the NER Model. I've worked on Annotation Module which is used to prepare the training data manually for Ner/NLU Models. I've worked on Insight Engine Module for indexing the extracted content in Elastic Search. I've worked on OpenMind application that aims at creation of knowledge graph in StarDog. Apart from these I've also worked on selenium web driver for web scraping, Amazon AWS Textract for extracting the content from tabular data, setting up Sonarqube and fixing the code issues/bugs, writing unit testcases using unittest module of python.

Project Intern

Tata Consultancy Services Ltd•  March 2021 - June 2021

As a part of our Intern program we are assigned to work on Network Traffic Classification Datasets. We have Applied various pre-processing techniques such as scaling, balancing and implemented machine learning algorithms such as RandomForest, CatBoost, AdaBoost, XGBoost on NetML, CICIDS-2017 & non-vpn2016 datasets. We have enhanced the baseline results posted in challenge and published our results in NETML-2020 Challenge in which we have stood in Top -10 Positions in the challenge leader board. With this motivation we have also published a research paper in IEEE.

Gokaraju Rangaraju Institute of Engineering and Technology, Hyderabad

Information Technology, B.Tech•  August 2017 - July 2021

C.G.P.A :- 9.21