Education
-
2022 - 2023
University at Buffalo (State University of New York Buffalo)
Master’s of Science in Computer Science
Coursework : Analysis of Algorithm, Machine Learning, Modern Networking Concept, Information Retrieval
-
2015 - 2019
Guru Gobind Singh Indraprastha University
Bachelor’s of Technology in Computer Science and Engineering
Experience
-
2022 - 2022
MyLab Discovery Solutions
AI Engineer and Backend Developer
• Developed a web platform on Django for the analysis of TB and Covid Test and deployed it on AWS(EC2)
• Implemented a job to take backup of the Databases on regular interval and store it on S3
• Implemented Unit Test cases for the REST APIs
• Made a tool on StreamLit for researchers to visualize and analyze the data -
2021 - 2021
Contify
Senior Software Engineer
• Migrated the code from Solr to Elastic Search and optimized the queries & code which made the analysis of data 80%
faster
• Sharded the Postgres Database to handle the large continuous incoming data
• Redesigned the REST APIs in Django for better readability and reducing the redundant code by using OOPS concepts
• Incorporated celery for asynchronous tasks and Redis for caching
• Refactored the backend code for incorporating BERT models API in the pipeline
• Developed APIs on FastAPI for serving BERT models -
2019 - 2021
Contify
Software Engineer(Machine Learning and Backend Developer)
• Created multiple pipelines in Python for processing the text data. This pipeline contained self trained models with
weighted F Score of 0.94(Classification models), BERT NER, proprietary formulas and many other filtering systems
• Implemented clustering of similar text pipeline which groups the similar news and then assign parent news for that group
with accuracy of 96%
• Developed a rule based tool for analyst for filtering the news as per business requirements
• Designing the schema of Solr and indexing the data in it
• Developing and maintaining the backend in Django and working extensively on ORM, Postgres and SOLR queries
• Refactored Django Admin Site to make it more intuitive so that analysts can work on it