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Fintech

Regime selection Predicted regimes in S&P index price using Hidden Markov Gaussian mixture models. Market Basket Analysis Market Basket Analysis and Mining Association RulesProject: Proposed a model that analyzes customer behavior iteratingthrough different range of values for support and confidence• Used Apriori Principle and FP Tree for candidate pruning and rulegeneration• Formulated a model that…

Bio-Medical Based Projects

Corona Vitals Generated base vital signs data based on the “Novel coronavirus infection during the 2019–2020 epidemic” in Sichuan Province, China. Analyzed vitals signs data using deep learning in keras for suspected COVID patientsPresented at BARDA Industry Day Lightning Talks by US Health Department Portable eye profiler creating a portable eye profiler using a modified…

AI Projects

Regime selection Predicted regimes in S&P index price using Hidden Markov Gaussian mixture models. Kinship Verification Detected Kinship with 85.5% accuracy on Families in Wild dataset between a pair of images using Siamese Networks , with features getting transfer learned from VGG16 network with adam optimizer and binary cross entropy loss function. Aspect Based Sentiment…

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