AWS (2) Analytics (1) Career (3) Code (2) Company (1) Concept (1) Cost (1) Culture (1) Dagster (2) Data (1) Databricks (1) Design (2) Docker (1) ETL (1) Edge (1) Facebook (1) Flint (1) Google (1) Hive (1) Infrastructure (18) Interview (1) JetsonNano (1) K8S (2) Kafka (1) LLM (5) Leadership (5) ML (21) MicroK8s (1) Minikube (1) Netflex (1) Netflix (4) Orchestration (1) Performance (2) Ranking (1) Search (2) Spark (9) Test (1) Testing (1) Tool (1) Uber (1) aws (1) haystack (1) k0s (1) k3d (1) k3s (1) kind (1) kubernetes (1) lambda (1) observability (1) powertools (1) serverless (1)

 AWS (2)

Real-Time Data Exploration and Analytics with Amazon Elasticsearch Service
How Netflix Uses Kinesis Streams to Monitor Applications and Analyze Billions of Traffic Flows

 Analytics (1)

Portfolio Analysis at Scale: Running Risk and Analytics on 15+ Million Portfolios

 Career (3)

Career and Leadership Advice for Engineers and Technical Professionals
Career Development Gems
Jackson Gabbard - Intro to Behavioural Interviews

 Code (2)

SageMaker Spark
Dagster Deep Dive

 Company (1)

Krux, a Salesforce company, is a Data Management Platform (DMP)

 Concept (1)

software multitenancy

 Cost (1)

Million Dollar Lines of Code - an Engineering Perspective on Cloud Cost Optimization

 Culture (1)

Career and Leadership Advice for Engineers and Technical Professionals

 Dagster (2)

SageMaker Spark
Dagster Deep Dive

 Data (1)

Lakehouse A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics

 Databricks (1)

Apache Spark Streaming ETL

 Design (2)

UBER system design
A Developer View into Spark Memory Model

 Docker (1)

Kafka Testing

 ETL (1)

Data Processing Infrastructure Tooling Quick Checkup

 Edge (1)

Edge Computing Framework Compare

 Facebook (1)

Facebook Tuning Apache Spark for Large-Scale Workloads

 Flint (1)

two sigma time series tool Flint

 Google (1)

Google Kubernetes

 Hive (1)

Hive Bucketing in Apache Spark

 Infrastructure (18)

KEDA, Kubernetes based Event Driven Autoscaler
Griffin v2 as Instacart’s Next-Gen ML Platform
ML Ops Platform at Cloudflare
Lessons Learned from Building LinkedIn AI Data Platform
Edge Computing Framework Compare
ML Infrastructure+Orchestration Tooling (MLflow | KubeFlow | Sagemaker | MLeap)
SageMaker Pipeline vs MLFlow Details
Data Processing Infrastructure Tooling Quick Checkup
FB Research Crowd Intelligence Enhances Automated Mobile Testing
Databricks Structured Streaming
How Netflix Uses Kinesis Streams to Monitor Applications and Analyze Billions of Traffic Flows
IBM BigDL
Spark Compute as a Service at Paypal
Random Walk on LargeScale Graphs with Spark (LinedIn)
Hive Bucketing in Apache Spark
two sigma time series tool Flint
Apache Spark Streaming ETL
DISTRIBUTED TRACING AT UBER

 Interview (1)

Jackson Gabbard - Intro to Behavioural Interviews

 JetsonNano (1)

Jetson Nano Real-Time Object Detection

 K8S (2)

KEDA, Kubernetes based Event Driven Autoscaler
Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 Kafka (1)

Kafka Testing

 LLM (5)

Exploring DeepSeek-AI's Open-Source Contributions: Advanced AI Models and Infrastructure
Introduction to Haystack: Open-Source NLP Framework for Building Search & QA Systems
Introduction to LLaMA-Factory: A Framework for Fine-Tuning LLaMA Models
Exploring the LLM-RAG Inference Architecture Stack
AI-Powered Conversion From Enzyme to React Testing Library at Slack

 Leadership (5)

Get your work recognized: write a brag document
Yelp Overhauls Its Streaming Architecture with Apache Beam and Apache Flink
Tips on How Staff Engineers Can Impact Incidents
Book "Staff Engineer"
How great leaders inspire action

 ML (21)

Introduction to Haystack: Open-Source NLP Framework for Building Search & QA Systems
Exploring the LLM-RAG Inference Architecture Stack
Unpacking How Ad Ranking Works at Pinterest
AI-Powered Conversion From Enzyme to React Testing Library at Slack
Airbnb ML Feature Platform Chronon
SQL DBs: Trino, Apache Hive, Apache Impala, Apache Drill
RAG Retrieval Augmented Generation
InfoQ Generally AI Episodes
Griffin v2 as Instacart’s Next-Gen ML Platform
ML Ops Platform at Cloudflare
Lessons Learned from Building LinkedIn AI Data Platform
People Search AI @LinkedIn
Edge Computing Framework Compare
ML Infrastructure+Orchestration Tooling (MLflow | KubeFlow | Sagemaker | MLeap)
SageMaker Pipeline vs MLFlow Details
Machine learning in production
2020 April - Refresh on all current AWS services
Building an AI-powered Battlesnake with reinforcement learning on Amazon SageMaker
UBER Machine Learning Platform - Michelangelo
Engineering Uber Predictions in Real Time with ELK
Salesforce User Behavior Anomaly Detection

 MicroK8s (1)

Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 Minikube (1)

Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 Netflex (1)

Scaling Data Quality at Netflix

 Netflix (4)

Netflix Part-3: ML orchestration + recommendation
Netflix Part-2: Data processing
Netflix Part-1: PlayBack deep dive
How Netflix Uses Kinesis Streams to Monitor Applications and Analyze Billions of Traffic Flows

 Orchestration (1)

Data Processing Infrastructure Tooling Quick Checkup

 Performance (2)

Effective Performance Engineering at Twitter-Scale
AWS Lambda Code Start and Deep Dive

 Ranking (1)

Unpacking How Ad Ranking Works at Pinterest
People Search AI @LinkedIn
Lucene, Solr, and Elasticsearch

 Spark (9)

Scaling Data Quality at Netflix
A Developer View into Spark Memory Model
Facebook Tuning Apache Spark for Large-Scale Workloads
Databricks Structured Streaming
Google Kubernetes
Salesforce User Behavior Anomaly Detection
IBM BigDL
Spark Compute as a Service at Paypal
Hive Bucketing in Apache Spark

 Test (1)

Kafka Testing

 Testing (1)

FB Research Crowd Intelligence Enhances Automated Mobile Testing

 Tool (1)

Krux, a Salesforce company, is a Data Management Platform (DMP)

 Uber (1)

DISTRIBUTED TRACING AT UBER

 aws (1)

Introduction to AWS Powertools: Enhancing Serverless Applications

 haystack (1)

Introduction to Haystack: Open-Source NLP Framework for Building Search & QA Systems

 k0s (1)

Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 k3d (1)

Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 k3s (1)

Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 kind (1)

Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 kubernetes (1)

Small Kubernetes for local testing - k0s, MicroK8s, kind, k3s, k3d, and Minikube

 lambda (1)

Introduction to AWS Powertools: Enhancing Serverless Applications

 observability (1)

Introduction to AWS Powertools: Enhancing Serverless Applications

 powertools (1)

Introduction to AWS Powertools: Enhancing Serverless Applications

 serverless (1)

Introduction to AWS Powertools: Enhancing Serverless Applications