Blog
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CovNets for Action Recognition in Videos
In this article, I talk about some of the milestone Convolution Neural Network (CovNet) based models in Video Classification.
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Stereo Vision: Depth Estimation between object and camera
In this article, I explain how to estimate the depth between an object and a stereo camera.
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Genetic Algorithm (GA) series
In this article, I discuss the fundamentals of genetic algorithms, including what they are, encoding techniques, and crossover operators.
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BI-Bot: QA System in Healthcare Domain
In this article, I present a novel medical domain-specific Question Answering (QA) system I developed, designed to answer queries related to drug sales and marketing from a given database.
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Recommendation System: Marketing AI solution
In this article, I introduce a recommendation system I developed that assists pharma companies in effectively targeting customers, leading to increased customer engagement and reduced costs related to brand/campaign onboarding and operations.
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Co-occurrence matrix & Singular Value Decomposition(SVD)
In this article, I discuss two techniques—Singular Value Decomposition (SVD) and Principal Component Analysis (PCA)—for reducing a high-dimensional matrix into fewer dimensions while preserving crucial information.
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Comparative Analysis of Machine Learning algorithms
In this article, I discuss the concept of Machine Learning and showcase the performance results of different machine learning algorithms trained on an open-source dataset.