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Rishikesh Devanathan's Projects

bosch-age-and-gender-prediction icon bosch-age-and-gender-prediction

Given an input image or video, our model predicts the age (range) and gender for the identified people in each frame. Pipeline consists of super-resolution followed by a multiattribute neural network. Secured 3rd place in BOSCH's event in Inter IIT Tech Meet 10.0.

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

customer-attrition-prediction icon customer-attrition-prediction

Based on data such as general bio-data, payment history, and subscriptions, this stacking-ensemble model predicts whether a customer continues to use the service or not (attrition) with an accuracy of 83.14%

product-recommender icon product-recommender

An e-commerce company wants to recommend products to its users. The company has collected only transaction data in the past. The training dataset has only 3 columns - user_id, Product bought and Order value of the product. Using this dataset, predict for all the users in the training dataset, the top 3 categories that the user might buy from.

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