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Interview questions by company and topic | SysRound

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268 questions

Showing 176–200

ML system designHard
Design an AWS fine-tuning platform for LLMs
Companies: OpenAI
Fine-Tuning & Alignment Techniques · MLOps & Model Serving
Last reported Dec 2025
Open workspace
ML system designHard
Design and optimize a RAG system
Companies: OpenAI
LLM Applications · ML System Design · Retrieval-Augmented Generation
Last reported Dec 2025
Open workspace
ML system designMedium
Design model deployment, monitoring, and low-latency inference
Companies: Capital One
ML System Design
Last reported Dec 2025
Open workspace

Page 8 of 11

ML system designMedium

Design weapon-selling ad detection from posts

Companies: Meta

ML System Design

Last reported Dec 2025

ML system designHard

Select high-quality math documents from crawls

Companies: OpenAI

Annotation & Label Quality · Data Ingestion & CDC · ML System Design

Last reported Dec 2025

ML system designMedium

Design an OOD detection system

Companies: OpenAI

Model Evaluation · Model Monitoring & Drift

Last reported Dec 2025

ML system designHard

Design a real-time recommendation system

Companies: Google

ML System Design · Recommendation Systems

Last reported Dec 2025

ML system designMedium

Design ML system for self-driving perception

Companies: Google

ML System Design

Last reported Dec 2025

ML system designHard

Design an enterprise RAG assistant for internal docs

Companies: OpenAI

ML System Design · Neural Networks & Training · Retrieval-Augmented Generation

Last reported Dec 2025

ML system designDifficulty not specified

Design an Information Retrieval System for Hospital Patients

Design an information retrieval system that allows hospital patients to query and retrieve information from various data sources including medical images (X-rays, ultrasounds)…

Companies: Advisor360

Last reported Dec 2025

ML system designHard

Predict Citi Bike Demand at a Specific NYC Station

Companies: Two Sigma

ML System Design

Last reported Nov 2025

ML system designMedium

Design Large-Scale Inference Serving

Companies: Waymo

ML System Design

Last reported Nov 2025

ML system designMedium

Design a Jira+Confluence RAG assistant

Companies: Atlassian

ML System Design

Last reported Nov 2025

ML system designHard

Estimate VRAM and compare model parallelism

Companies: Anthropic

Neural Networks & Training

Last reported Nov 2025

ML system designDifficulty not specified

Design a Notification Filtering System

Design a notification filtering and ranking system that can handle over 10,000 notifications from various sources (friends, groups, ads) and prioritize important notifications…

Companies: Meta

Last reported Nov 2025

ML system designMedium

Debug a GPT training pipeline

Companies: Applied Intuition

ML System Design

Last reported Sep 2025

ML system designHard

Design a batch inference API

Companies: Anthropic

API Design · ML System Design · System Design Fundamentals

Last reported Sep 2025

ML system designHard

Design a cloud AI inference platform

Companies: Lambda

ML System Design

Last reported Sep 2025

ML system designHard

Design a harmful content detection system

Companies: Snapchat

ML System Design

Last reported Sep 2025

ML system designHard

Design a hierarchical multi-label classifier

Companies: Shopify

ML System Design

Last reported Sep 2025

ML system designHard

Design a low-latency ML inference API

Companies: Anthropic

ML System Design · MLOps & Model Serving · Reliability & SRE

Last reported Sep 2025

ML system designHard

Design an inference routing and scheduling layer

Companies: Anthropic

Caching · LLM Inference & Serving · ML System Design

Last reported Sep 2025

ML system designMedium

Design an LLM-based binary classifier

Companies: Anthropic

LLM Applications · ML System Design · Prompt Engineering

Last reported Sep 2025

ML system designHard

Design an ML search system

Companies: OpenAI

Embeddings & Vector Search · Search Relevance

Last reported Sep 2025

ML system designMedium

Design an OpenAI chatbot in two hours

Companies: Eliseai

ML System Design

Last reported Sep 2025