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Interview questions by company and topic | SysRound

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268 questions

Showing 76–100

ML system designEasy
Design an Embedding and Classification API
Companies: Scale AI
API Design · ML System Design
Last reported Jul 2026
Open workspace
ML system designHard
Design Retrieval-Augmented Answers from a Document Vault
Companies: Harvey
ML System Design
Last reported Jul 2026
Open workspace
ML system designHard
Debug Oscillating GPU Utilization During Training
Companies: Tower
ML System Design
Last reported Jul 2026
Open workspace

Page 4 of 11

ML system designHard

Design an LLM Inference Serving System

Companies: Baseten

LLM Inference & Serving · ML System Design

Last reported Jul 2026

ML system designMedium

Design a Low-Latency GPU Inference Service

Companies: Anthropic

LLM Inference & Serving · ML System Design · System Design Fundamentals

Last reported Jul 2026

ML system designDifficulty not specified

Design a small object segmentation and detection model for satellite imagery

Design an ML system capable of detecting and segmenting small objects (e.g., cars, roads, trees) in satellite images, addressing challenges such as class imbalance, low…

Companies: Kla

Last reported Jul 2026

ML system designHard

Design a Grounded LLM Assistant for Case Preparation

Companies: Distyl

ML System Design

Last reported Jul 2026

ML system designHard

Design a Retrieval-Augmented Generation (RAG) system

Design a Retrieval-Augmented Generation (RAG) system that enhances large language model responses by retrieving relevant information from external knowledge sources, covering…

Companies: Atlassian, OpenAI, Scale AI

Embeddings & Vector Search · Retrieval-Augmented Generation

Last reported Jul 2026

ML system designMedium

Design an Evaluation Platform for a Design-Editing Agent

Companies: Figma

ML System Design

Last reported Jul 2026

ML system designMedium

Review and Debug an AI Chatbot

Companies: Vanta

ML System Design

Last reported Jul 2026

ML system designHard

Design a Scalable and Safe Agentic System

Companies: Google

ML System Design

Last reported Jul 2026

ML system designMedium

Design Work Orchestration for Machine-Learning Data Pipelines

Companies: Mercor

ML System Design

Last reported Jul 2026

ML system designMedium

Design a Large-Scale Personalized Recommendation System End to End

Companies: Meta

ML System Design · Recommendation Systems

Last reported Jul 2026

ML system designMedium

Design a Video Generation Service with GPU Fleet Management

Companies: OpenAI

ML System Design

Last reported Jul 2026

ML system designMedium

Build a Small Agent or RAG Tool with the Mistral API

Companies: Mistral AI

ML System Design

Last reported Jul 2026

ML system designMedium

Design User and Item Embeddings from Long Histories

Companies: Pinterest

ML System Design

Last reported Jul 2026

ML system designMedium

Rank Newly Launched Ads Under Cold Start

Companies: Pinterest

ML System Design

Last reported Jul 2026

ML system designDifficulty not specified

Design an AI-powered hotel concierge agent

Design an AI agent that answers guest questions about hotel-related information such as pricing, room details, amenities, nearby attractions, and local weather, with a strong…

Companies: Expedia

Last reported Jun 2026

ML system designHard

Design an LLM-Based Coding Assistant

Companies: Meta

LLM Inference & Serving · ML System Design

Last reported Jun 2026

ML system designHard

Design an LLM-Based Conversational Assistant (Chatbot)

Companies: Meta

ML System Design

Last reported Jun 2026

ML system designMedium

Manage Context Windows in an Applied AI System

Companies: Rogo

ML System Design

Last reported Jun 2026

ML system designMedium

Design a Retrieval-Grounded Local Sports News Recommender

Companies: Microsoft

ML System Design

Last reported Jun 2026

ML system designMedium

Design a Memo Q&A Agent for a Large Law Firm

Companies: Harvey

ML System Design

Last reported Jun 2026

ML system designMedium

Design RAG Evaluation and Debugging

Companies: Plaid

ML System Design

Last reported Jun 2026

ML system designHard

Design a RAG Q&A Agent over Law Firm Legal Memos

Companies: Harvey

ML System Design

Last reported Jun 2026