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Interview questions by company and topic | SysRound

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218 questions

Showing 176–200

ML system designMedium
Design an LLM-based binary classifier
Companies: Anthropic
LLM Applications · ML System Design · Prompt Engineering
Last reported Sep 2025
Open workspace
ML system designMedium
Design an OpenAI chatbot in two hours
Companies: Eliseai
ML System Design
Last reported Sep 2025
Open workspace
ML system designMedium
Design prompts for JSON-only LLM responses
Companies: Intuit
ML System Design
Last reported Sep 2025
Open workspace

Page 8 of 9

ML system designHard

Design sequential reveal classification and policy

Companies: Jane Street

ML System Design

Last reported Sep 2025

ML system designHard

Implement KV cache for inference

Companies: Applied Intuition

LLM Inference & Serving · ML System Design · Transformers & Attention

Last reported Sep 2025

ML system designHard

Review an inference API design for scale

Companies: Anthropic

Fault Tolerance & Failover · LLM Inference & Serving · ML System Design

Last reported Sep 2025

ML system designHard

Design a production RAG system

Companies: OpenAI

Embeddings & Vector Search · ML System Design · Retrieval-Augmented Generation

Last reported Aug 2025

ML system designMedium

Design a chatbot (system design)

Companies: OpenAI

Authentication & Authorization · ML System Design · Real-Time Systems

Last reported Aug 2025

ML system designHard

Predict future time-series values

Companies: Jane Street

ML System Design

Last reported Aug 2025

ML system designHard

Design a GPU inference API

Companies: Anthropic

GPU Infrastructure · LLM Inference & Serving · ML System Design

Last reported Aug 2025

ML system designHard

Design an end-to-end training framework

Companies: Jane Street

ML System Design

Last reported Aug 2025

ML system designHard

Design Pin recommendation system

Companies: Pinterest

ML System Design · Recommendation Systems

Last reported Jul 2025

ML system designHard

Design a low-latency RAG system

Companies: OpenAI

Embeddings & Vector Search · ML System Design · Retrieval-Augmented Generation

Last reported Jul 2025

System designMedium

Fraud Detection for Microsoft Word: Signals, Risk Scoring and Enforcement

Companies: Microsoft

ML System Design · System Design

Last reported Oct 2024

Machine learningMedium

Build a fraud detection model

Companies: Shopify

Feature Engineering · ML System Design

Machine learningEasy

Build a Payment Fraud Detection Model

Companies: Adyen

ML System Design · Model Evaluation

Machine learningHard

Build and evaluate a conversion prediction model

Companies: Coinbase

Feature Engineering · ML System Design

Machine learningMedium

Build and evaluate a full ML pipeline

Companies: Google

Feature Engineering · ML System Design

Machine learningHard

Build and evaluate illegal-video classifier

Companies: Google

AI Safety & Alignment · ML System Design

Machine learningMedium

Build cold-start restaurant ratings

Companies: Uber

Feature Engineering · ML System Design

Machine learningHard

Build ETA prediction and simulate impact

Companies: DoorDash

Feature Engineering · ML System Design

Machine learningMedium

Card-Not-Present Fraud Detection for a Market Dominated by Online Spending

Companies: Visa

ML System Design · Trust & Safety

Machine learningHard

Design a battery-life predictor and cold-start strategy

Companies: Google

Feature Engineering · ML System Design

Machine learningEasy

Design a lead-scoring model

Companies: IBM

Feature Engineering · ML System Design

Machine learningHard

Design a Real-Time Personalized Ad Selection System

Companies: Upstart

CTR Prediction & Ads ML · ML System Design