Publications

• Deep Learning Approach for Analysis of Artifacts in Heart Sound- Elsevier SSRN

• Hybrid Approach For Brain Tumor Segmentation- Dogo Rangsang Research Journal

• Identification of Emotions from Sentences Using Natural Language Processing for Small Dataset- In the book: Advances in Applications of Data-Driven Computing, Springer, Singapore

• SCL-IKD: intermediate knowledge distillation via supervised contrastive representation learning- Applied Intelligence Journal

• Confidence Matters: Enhancing Medical Image Classification Through Uncertainty-Driven Contrastive Self-Distillation- Accepted at MICCAI 2024

• Other Communicated and Ongoing articles affiliated with IIT Patna(Under Review)- Will update after publication

Projects

• IITP Centre of Excellence in Cyber Crime Prevention against Women and Children- AI based Tools for Women and Children Safety

  • Sponsoring agency: Ministry of Home Affairs (MHA), Govt of India

  • In collaboration with Bureau of Police Research and Development (BPR&D)

Certifications

Data Science and Machine Learning

• Machine Learning- Stanford University

• Python for data science- NPTEL[grade sheet]

• Deep Learning Specialization- Deeplearning.ai

• Neural Networks and Deep Learning- Deeplearning.ai

• Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization- Deeplearning.ai

• Structuring Machine Learning Projects- Deeplearning.ai

• Convolutional Neural Networks- Deeplearning.ai

• Sequence Models- Deeplearning.ai

• Introduction to Data Science in Python- University of Michigan

• Fundamentals of Deep Learning for Computer Vision- Nvidia

• Linear Regression with NumPy and Python- Coursera Project Work

• Introduction to Python- Datacamp

• The Top 5 Machine Learning Libraries in Python- Udemy

• Scraping and Data Mining for Beginners and Pros- Udemy

• Big Data and Hadoop Essentials - Udemy

• Building a Binary Classification Model in Azure ML- Udemy

• Natural Language Processing (NLP) for Beginners Using NLTK- Udemy

• Introduction to AI, Machine Learning and Data Science 2021- Udemy

• Hadoop Starter Kit- Udemy

• Deep Learning Prerequisites: The numpy stack in Python- Udemy

• Python (Basic)- Hackerrank

Web Development

• Front-End Web UI Frameworks and Tools: Bootstrap 4- The Hong Kong University of Science and Technology

• Server-side Development with NodeJS, Express and MongoDB- The Hong Kong University of Science and Technology

• Freecodecamp Legacy Front End

• How To Build a Web Application Without Coding - Udemy

• Heroku Masterclass-How to Deploy your Node JS App on Heroku- Udemy

• Angular for Beginners- Udemy

• Mongo DB with Node & Express- Udemy

• How to Create a Wordpress Website for Absolute Beginners- Udemy

• SQL (Basic)- Hackerrank

Other Certifications

• Learn Git: Everything You Need To Know- Udemy

• Java Basics for Beginners- Udemy

• Linux Server Management and Security- University of Colorado System

• Excel Skills for Business: Essentials- Macquarie University

• A Gentle Introduction to Deep Learning Using Keras- Udemy

• Networking Concepts for Beginners- Udemy

• SEO For Local Service Businesses- Udemy

• How to Build Confidence in Your Abilities- Udemy

• C (Basic)- Hackerrank

• C (Intermediate)- Hackerrank

Workshops and FDPs

• Webinar on Python World- McGraw Hill

• AI and ML Workshop- IIT Roorkee

• IIC Online Session- MHRD

• D: VIRTUALLY REAL? THE ART AND SCIENCE OF DESIGNING IMPACTFUL (OR EVEN TRANSFORMATIVE?) VIRTUAL EXPERIENCES- UBISS2024, University of Oulu, Finland

  • Short term course project on VR Website

  • Grades: 4 out of 5 ECTS

  • Instructor's site