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Interview questions by company and topic | SysRound

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268 questions

Showing 126–150

ML system designMedium
Design Model Weight Distribution
Companies: Anthropic
File & Media Storage · ML System Design · System Design Fundamentals
Last reported Apr 2026
Open workspace
ML system designMedium
Design a Product Search System
Companies: Microsoft
ML System Design
Last reported Apr 2026
Open workspace
ML system designMedium
Design payment fraud detection
Companies: Stripe
ML System Design
Last reported Apr 2026
Open workspace

Page 6 of 11

ML system designHard

Design a PDF-to-Markdown Inference API

Companies: Mistral AI

ML System Design

Last reported Apr 2026

ML system designMedium

Design a Real-Time Sensor Intelligence System

Companies: OpenAI

ML Data Pipelines & Feature Stores · ML System Design · Real-Time Systems

Last reported Apr 2026

ML system designMedium

Design an Agentic Ticket Support System

Companies: Giga

ML System Design

Last reported Apr 2026

ML system designMedium

Design an Enterprise Research Assistant with Verifiable Citations

Companies: Cohere

ML System Design

Last reported Apr 2026

ML system designMedium

Design an Evaluation and Improvement Loop for a Production LLM Application

Companies: Microsoft

ML System Design

Last reported Apr 2026

ML system designMedium

Prevent Private Code Leakage in Coding Agents

Companies: Meta

ML System Design

Last reported Apr 2026

ML system designDifficulty not specified

Design ML model for Ads recommendation

Companies: Meta

Last reported Apr 2026

ML system designMedium

Mine Novel Images from Unlabeled Data

Companies: OpenAI

Annotation & Label Quality · ML System Design · Unsupervised Learning

Last reported Apr 2026

ML system designDifficulty not specified

Design Amazon Rufus

Design an AI-powered shopping assistant chatbot similar to Amazon Rufus, capable of answering product-specific questions, providing personalized recommendations based on…

Companies: Amazon

Last reported Apr 2026

ML system designHard

Estimate FFN Compute, Memory, and Sharding Communication

Companies: Anthropic

Concurrency · Memory Management · ML System Design

Last reported Mar 2026

ML system designDifficulty not specified

Design a Machine Translation System

Design a full machine translation pipeline using Transformer-based models that allows users to translate text between languages, covering key stages including data collection…

Companies: Apple

Last reported Mar 2026

ML system designHard

Design a Drop-off Spot Selector

Companies: Waymo

ML System Design

Last reported Mar 2026

ML system designDifficulty not specified

Design a Product Taxonomy Classification System

Design a real-time machine learning system that automatically classifies products into relevant categories, suggesting the most appropriate taxonomy labels based on product…

Companies: Shopify

Last reported Mar 2026

ML system designDifficulty not specified

Design a Marketplace Platform

Design a marketplace platform that connects buyers and sellers, optimizing the system to maximize purchase rate through personalized recommendations, search ranking, and other…

Companies: Meta

Last reported Mar 2026

ML system designEasy

Design an LLM API pipeline

Companies: Scale AI

ML System Design

Last reported Mar 2026

ML system designMedium

Design GPU inference request batching

Companies: Anthropic

LLM Inference & Serving · ML System Design

Last reported Mar 2026

ML system designDifficulty not specified

Design a RAG-based AI insights system for purchase orders

Design a retrieval-augmented generation (RAG) system that provides real-time insights on purchase orders for 1 million users with 100 million purchase records, where 10% of…

Companies: SAP

Last reported Mar 2026

ML system designHard

Design comment ranking

Companies: Reddit

ML System Design

Last reported Mar 2026

ML system designHard

How do you handle an LLM agents interview?

Companies: Anthropic

AI Agents · LLM Evaluation · ML System Design

Last reported Mar 2026

ML system designMedium

Design a Short-Video Recommendation System

Companies: LinkedIn, Meta

ML System Design · Ranking Models · Recommendation Systems

Last reported Feb 2026

ML system designDifficulty not specified

Design a System to Identify and block Weapons on Marketplace

Prevent users from selling weapons on marketplace.

Companies: Meta

Last reported Feb 2026

ML system designMedium

Design a game genre classifier

Companies: Roblox

ML System Design

Last reported Feb 2026