UST

• Designed and Implemented MLOps setup in AWS for model Training, Deployment and Monitoring using EventBridge, CodePipeline, CodeBuild and SageMaker Pipelines.
• Implemented Training pipelines in AWS SageMaker for multiple NLP models.
• Developed a Multi-Container Endpoint in SageMaker using a CloudFormation template.
• Created Model Monitoring script in Sagemaker for NLP models Endpoint.
• Designed and Developed a Multi-Model Inference service for various ML frameworks and improved the Inference input format for single and batch request data.
• Designed and Implemented Model Monitoring feature for Multi-Model Inference.

Abzooba

• Developed functionality for importing and deploying externally trained models.
• Enhanced the experiment list dashboard through the inclusion of metrics and parameters.
• Implemented data flow feature for pipeline components from diverse data sources.
• Orchestrated pipeline deployment with diverse components using Airflow.
• Integrated the automated deployment of the exploratory data analysis service.
• Implemented end-to-end Model Monitoring feature with an alert system for Single-Model Inference.

Deep Learning based Multi-user Detection in Uplink Grant Free NOMA IoT Networks

• NOMA is a promising solution for traffic handling in 5G systems.
• Reduced the complexity for multiuser detection at the base station.
• Eliminated the use of Channel State Information(CSI).
• Based on generated synthetic data, developed an LSTM deep learning model.
• Obtained an accuracy of more than 97%.

SIH 2020: Groundwater level Analysis in India

• Downloaded the data given on the website of CGWA-IndiaWRIS.
• Visualized the data through graphs and maps in Tableau.
• Identified the areas with critical/average/increased groundwater levels.
• Used the ARIMA model to forecast the groundwater level in the coming year.

Indian Institute of Engineering Science and Technology, Shibpur

B.Tech in Electronics and Telecommunication Engineering | CGPA: 7.47 / 10

Adarsh Vikas Vid Mahamadpur Phulwarisharif Patna

Senior School Certificate Examination | Percentage: 86.2%

Public School Bela Darbhanga Bihar

Secondary School Examination | CGPA: 9.2 / 10

Champ of the Team Award

Received the Monthly Champ of the Team Award for implementing Model Monitoring service.

Electroquip 3.0

Stood First place in the Circuit design competition conducted by the Electrical Engineers Society, IIEST Shibpur

Young Scientist Talent Test

Stood Rank1 at the School level in the Young Scientist Talent Test conducted jointly by Sri Chaitanya Educational Institution, INDIA and UNI-GLOBAL Technologies Inc., USA.