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Hard level problems 2 and few multiple choice questions.
Design a search system for swiggy
Implement a search bar on the Swiggy app or website where users can enter keywords or filters to search for specific restaurants or dishes
Utilize a combination of text search algorithms and filters to provide relevant search results to users
Include features such as autocomplete suggestions, sorting options, and filters for cuisine type, price range, ratings, etc.
Optimize the search syst...
Low level design for a search engine system
Use inverted index to store mapping of keywords to documents
Implement ranking algorithm like PageRank for search results
Utilize caching mechanisms to improve search performance
Include query processing components like tokenization and stemming
Design scalable architecture to handle large volumes of data
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I applied via LinkedIn and was interviewed in May 2024. There was 1 interview round.
Design a system for buying and selling stocks
Create a database to store stock information, user portfolios, and transaction history
Implement a user interface for users to buy and sell stocks
Incorporate real-time stock price updates and market data
Include features like portfolio tracking, stock alerts, and historical performance analysis
Practise data structures based problems, should be able to explain the code and optimizations etc
Design system for e-commerce. How to scale the system with the demand
Building a ML ops platform involves designing infrastructure, tools, and processes to streamline machine learning workflows.
Design scalable infrastructure to support ML model training and deployment
Implement version control for ML models and data
Automate testing and monitoring of ML models
Integrate with CI/CD pipelines for continuous deployment
Provide collaboration tools for data scientists and engineers
based on 1 interview
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