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Matt Frank

Machine Learning Engineer

Location California Joined Joined on  Personal website https://www.infrasketch.net/ twitter website
Designing LeetCode: Online Code Judge System
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Designing LeetCode: Online Code Judge System

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6 min read

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Building Your Personal Brand as a Developer
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Building Your Personal Brand as a Developer

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7 min read
Vector Databases Explained: Pinecone, Weaviate, and Milvus
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Vector Databases Explained: Pinecone, Weaviate, and Milvus

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7 min read
Cloud Networking Fundamentals: VPCs, Subnets, and Gateways
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Cloud Networking Fundamentals: VPCs, Subnets, and Gateways

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6 min read
Container Orchestration: Kubernetes vs ECS vs Docker Swarm
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Container Orchestration: Kubernetes vs ECS vs Docker Swarm

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7 min read
Design Google Drive: Interview Walkthrough
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Design Google Drive: Interview Walkthrough

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6 min read
Hexagonal Architecture: Ports and Adapters Pattern
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Hexagonal Architecture: Ports and Adapters Pattern

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6 min read
Preparing for Performance Reviews: Engineer's Guide
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Preparing for Performance Reviews: Engineer's Guide

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6 min read
Computer Vision in Production: Object Detection and Beyond
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Computer Vision in Production: Object Detection and Beyond

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6 min read
AWS Secrets Manager: Secure Credential Management
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AWS Secrets Manager: Secure Credential Management

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6 min read
Coding Interview Patterns: The 15 Essential Patterns
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Coding Interview Patterns: The 15 Essential Patterns

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7 min read
Idempotency in APIs: Designing Safe Retry Logic
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Idempotency in APIs: Designing Safe Retry Logic

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6 min read
Designing Search Autocomplete: Trie Data Structures at Scale
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Designing Search Autocomplete: Trie Data Structures at Scale

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6 min read
Public Speaking for Engineers: Conferences and Meetups
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Public Speaking for Engineers: Conferences and Meetups

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7 min read
AWS SageMaker: End-to-End ML Platform
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AWS SageMaker: End-to-End ML Platform

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8 min read
AWS ECS and Fargate: Container Orchestration Guide
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AWS ECS and Fargate: Container Orchestration Guide

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7 min read
Platform Engineering: Building Internal Developer Platforms
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Platform Engineering: Building Internal Developer Platforms

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8 min read
Design DoorDash: Interview Walkthrough
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Design DoorDash: Interview Walkthrough

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10 min read
Database Sharding: Horizontal Scaling Strategies
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Database Sharding: Horizontal Scaling Strategies

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6 min read
Designing a Code Deployment System: GitHub Actions Architecture
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Designing a Code Deployment System: GitHub Actions Architecture

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8 min read
Owning Your Mistakes: Growth Through Accountability
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Owning Your Mistakes: Growth Through Accountability

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7 min read
RAG Architecture: Building AI with Your Own Data
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RAG Architecture: Building AI with Your Own Data

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6 min read
Serverless Cold Starts: Understanding and Mitigating
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Serverless Cold Starts: Understanding and Mitigating

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6 min read
OpenTelemetry: Unified Observability for Modern Apps
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OpenTelemetry: Unified Observability for Modern Apps

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6 min read
Meta Interview Guide: What to Expect and How to Prepare
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Meta Interview Guide: What to Expect and How to Prepare

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5 min read
Serverless Architecture: When and How to Go Serverless
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Serverless Architecture: When and How to Go Serverless

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6 min read
Designing Medium: Blogging Platform Architecture
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Designing Medium: Blogging Platform Architecture

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7 min read
What Does a Staff Engineer Actually Do?
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What Does a Staff Engineer Actually Do?

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6 min read
Model Serving Infrastructure: Building Scalable Inference
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Model Serving Infrastructure: Building Scalable Inference

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7 min read
GCP Cloud Run: Serverless Containers Made Simple
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GCP Cloud Run: Serverless Containers Made Simple

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6 min read
Kubernetes Autoscaling: HPA, VPA, and Cluster Autoscaler
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Kubernetes Autoscaling: HPA, VPA, and Cluster Autoscaler

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6 min read
Design a Monitoring System: Interview Walkthrough
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Design a Monitoring System: Interview Walkthrough

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7 min read
Async API Design: Handling Long-Running Operations
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Async API Design: Handling Long-Running Operations

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6 min read
Designing an Airline Reservation System
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Designing an Airline Reservation System

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7 min read
Becoming a Tech Lead: Technical and People Skills
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Becoming a Tech Lead: Technical and People Skills

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7 min read
Feature Stores: Managing ML Features at Scale
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Feature Stores: Managing ML Features at Scale

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7 min read
Serverless Framework: Multi-Cloud Deployment
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Serverless Framework: Multi-Cloud Deployment

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6 min read
Deployment Rollback Strategies: When Things Go Wrong
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Deployment Rollback Strategies: When Things Go Wrong

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7 min read
Back-of-Envelope Estimation: Numbers Every Engineer Should Know
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Back-of-Envelope Estimation: Numbers Every Engineer Should Know

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7 min read
Bulkhead Pattern: Isolating Failures in Distributed Systems
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Bulkhead Pattern: Isolating Failures in Distributed Systems

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6 min read
Designing a Stock Exchange: Order Matching Engine
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Designing a Stock Exchange: Order Matching Engine

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7 min read
Time Series Forecasting: Traditional and ML Approaches
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Time Series Forecasting: Traditional and ML Approaches

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7 min read
Vector Databases Explained: Architecture and System Design for AI Apps
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Vector Databases Explained: Architecture and System Design for AI Apps

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6 min read
Building Multi-Agent AI Systems: Architecture Patterns and Best Practices
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Building Multi-Agent AI Systems: Architecture Patterns and Best Practices

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7 min read
How Netflix, Uber, and Google Build AI Systems: Architecture Deep Dive
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How Netflix, Uber, and Google Build AI Systems: Architecture Deep Dive

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7 min read
How to Design LLM Applications for Production: A System Design Guide
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How to Design LLM Applications for Production: A System Design Guide

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6 min read
6 Machine Learning System Design Patterns Every Engineer Should Know
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6 Machine Learning System Design Patterns Every Engineer Should Know

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6 min read
AWS ElastiCache: Redis and Memcached in the Cloud
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AWS ElastiCache: Redis and Memcached in the Cloud

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6 min read
Chaos Engineering: Testing System Resilience
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Chaos Engineering: Testing System Resilience

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7 min read
API Design Interview Questions: REST and Beyond
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API Design Interview Questions: REST and Beyond

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7 min read
Modular Monolith: The Best of Both Worlds
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Modular Monolith: The Best of Both Worlds

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6 min read
Designing an Authentication System: OAuth and SSO
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Designing an Authentication System: OAuth and SSO

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8 min read
Designing TikTok: Short Video Platform Architecture
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Designing TikTok: Short Video Platform Architecture

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10 min read
What is System Design? A Complete Beginner's Guide
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What is System Design? A Complete Beginner's Guide

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3 min read
Design System Architectures in Minutes with AI
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Design System Architectures in Minutes with AI

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2 min read
Design System Architectures in Minutes with AI
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Design System Architectures in Minutes with AI

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1 min read
Design System Architectures in Minutes with AI
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Design System Architectures in Minutes with AI

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1 min read
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