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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Vikram Pande
About me
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Posts
Question Answer Chatbot with RAG, and LLMs on Databricks
Published:
RAG-based CVPR Question Answer Chatbot System Design
Derivative of Sigmoid and Tanh
Published:
Mathematical Explanation of Derivatives of Activation Functions Asked in Deep Learning Interviews
Visualizing Convolutional Neural Networks
Published:
Visualizing the intermediate layers of CNN on MNIST dataset.
CNNs vs ViTs
Published:
Analysis and Comparison of Convolutional Neural Networks and Vision Transformer architecture.
Data Preparation for Machine Learning
Published:
Data preparation, preprocessing and techniques before Machine Learning modeling.
Why Pattern Recognition?
Published:
Pattern Recognition, its importance and applications in Machine Learning.
portfolio
DeepFake Detection using Explainable AI
Computer Vision - DeepFake Detection with Explainable AI
Formula-1 Data Analysis with Azure Databricks
F1 data analysis with Azure Cloud
LOLgorithm: Humor Detection
NLP - Leveraging syntactic, semantic and contextual embeddings for humor detection
CNNs vs ViT
Computer Vision - Comparison of CNN and Vision Transformers
News Classification with ChatGPT
NLP - News Classification with ChatGPT leveraging prompt engineering
Video Streaming Service on AWS
Cloud Computing - A Video Streaming Platform with AWS
Blob Detection
Image Processing - Statistical Blob Detection
3D Reconstruction
Image Processing - 2D to 3D Reconstruction: Single View Metrology
Convolution-DFT-IDFT
Image Processing - 2D Convolution, Discrete Fourier Transform and Inverse-FFT implementation from scratch
EEG-based Activity Recognition
EEG-based Activity Recognition with Sequential Models
Terrain Identification using Machine Learning
Machine Learning - Terrain Identification using Long-Short-Term-Memory Network
MLFlow in Action
MLOps - Exploring MLflow capabilities
Convergence Test of a Random Variable
Random Processes - 2D Convolution, Discrete Fourier Transform and Inverse-FFT implementation from scratch
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
Pune University
Published:
Pune University
Bachelor of Engineering in Electronics and Telecommunication @ Pune University, Pune, India
North Carolina State University
Published:
North Carolina State University
Master of Science in Electrical Engineering @ NC State University, Raleigh, NC
Fergusson College
Published:
Fergusson College
Higher Secondary Education @ Fergusson College, Pune, India
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.