Pytorch, Numpy, Sci-kit
Edy Shop Recommendation Project Worked on Edy Shop Recommendation:
Rakuten Edy is a prepaid type e-money which can be used at over 400,000 member stores in Japan.
Objective of the project is to expand users' brand recognition about Edy available shops by identifying which user to recommend and there by targeted shop to the identified user.
Environment: Python, Spark, Auto-Encoders, Geo-Targeting, HDFS etc, CI/CD.
Cross Service Suggestion and Rakuma Fraud Image Search:
Cross service suggestion involves suggesting all the keywords from different services (e.g. Books, Recipes,Ecommerce) in Rakuten One App.
Rakuma is Rakuten fashion app in Japan for used items.
Fraud Image search involves finding whether the uploaded image of product is genuine or not (there by finding the user is genuine or not) using Machine learning.
Environment: Spring-boot, Java, Solr, K-nearest neighbors, Python, H5(HDF).
Full stack development, Building a new self-serving Ads platform which includes Creating an Order, Campaigns, Banners, InventoryEstimation, Targeting (Language, City, State, Country, Audience Segments) etc for running Ads on Dailyhunt News App.
Full stack development, Android customer app for Vehicle Servicing, Chauffeur, Road-side assistance Team Size: Individual Contributor 21North is an early start-up with less than 5 engineers to support the technical team and over 2000 customers with 7000+ bookings per month, aims at providing one step solution to customers for car servicing, road-side assistance and chauffeur on demand.
Environment: Android Studio, SQLite, MySQL (backend server).
Cisco Security Services Platform
Distributed Computing using multicast
Thesis: Software algorithm (Convex) for designing four- bar electrical mechanism
Four-bar linkage or simply a 4-bar is the simplest movable linkage. It consists of four rigid bodies (called barsor links), each attached to two others by single joints or pivots to form a closed loop. Planar four-bar linkages perform a wide variety of motions with a few simple parts. We have designed a software which synthesizes various force profiles at the end-effector of four bar with a revolute joint enhanced with magnets. This enhanced four-bar mechanism forms an electrical mechanism (emec).
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