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Jubin Soni Subscriber

🌥️ I’ll teach you tech tips 👩🏻‍💻 AI/ML Specialist 📖 Researcher and Peer reviewer

Location San Francisco Joined Joined on  Personal website https://jubinsoni.com/newsletter github website twitter website

Education

New York University

Work

Yahoo!

One Year Club
Gemma 4 Challenge Completion
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OpenClaw Challenge Completion Badge
1 Week Community Wellness Streak
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Writing Debut
Azure Databricks vs Microsoft Fabric: An Honest Guide to When to Use What
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Azure Databricks vs Microsoft Fabric: An Honest Guide to When to Use What

#azure #databricks #fabric #spark
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5 min read

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MLOps: Building a CI/CD Pipeline for ML Models on Azure Databricks
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MLOps: Building a CI/CD Pipeline for ML Models on Azure Databricks

#azure #databricks #mlops #cicd
1
Comments
7 min read
Azure Databricks for MLOps and Feature Engineering at Scale with Apache Spark, Delta Lake, and MLflow
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Azure Databricks for MLOps and Feature Engineering at Scale with Apache Spark, Delta Lake, and MLflow

#azure #databricks #spark #mlops
1
Comments
6 min read
Building an AI Agent That Responds to Real-Time Events with AWS Bedrock, Kinesis, DynamoDB, and S3
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Building an AI Agent That Responds to Real-Time Events with AWS Bedrock, Kinesis, DynamoDB, and S3

#aws #bedrock #kinesis #dynamodb
1
Comments
6 min read
Real-Time AI Feature Engineering with Spark Structured Streaming and Databricks Feature Store
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Real-Time AI Feature Engineering with Spark Structured Streaming and Databricks Feature Store

#databricks #spark #ai #python
2
Comments
10 min read
Apache Spark Query Optimization on Databricks: Catalyst, AQE, and Photon Engine
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Apache Spark Query Optimization on Databricks: Catalyst, AQE, and Photon Engine

#databricks #spark #python #performance
1
Comments
10 min read
I Built a VS Code Extension to Debug Azure AI Foundry Agents Without Leaving My Editor
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I Built a VS Code Extension to Debug Azure AI Foundry Agents Without Leaving My Editor

#foundry #azure #ai #vscode
1
Comments
4 min read
Amazon CodeWhisperer Q Developer Kiro: The Rise of Agentic Coding
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Amazon CodeWhisperer Q Developer Kiro: The Rise of Agentic Coding

#q #ai #aws #kiro
1
Comments
7 min read
Building a Vector Index in Azure AI Search: HNSW, Profiles, and RAG Retrieval
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Building a Vector Index in Azure AI Search: HNSW, Profiles, and RAG Retrieval

#ai #azure #microsoft #rag
1
Comments
10 min read
Amazon OpenSearch Vector Search Explained for RAG Systems
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Amazon OpenSearch Vector Search Explained for RAG Systems

#aws #opensearch #machinelearning #python
1
Comments
10 min read
Jules: Google's Async Coding Agent Is Changing How We Think About AI and Software Development
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Jules: Google's Async Coding Agent Is Changing How We Think About AI and Software Development

#ai #google #webdev #productivity
1
Comments
6 min read
Amazon Quick: AWS's Agentic Workspace, Explained for Engineers
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Amazon Quick: AWS's Agentic Workspace, Explained for Engineers

#aws #ai #agents #mcp
1
Comments
7 min read
Run Gemma 4 on Your Laptop — A Hands-On Guide to Google's Latest Open Multimodal LLM
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Run Gemma 4 on Your Laptop — A Hands-On Guide to Google's Latest Open Multimodal LLM

#ai #gemma #googlecloud #llm
2
Comments
10 min read
AWS Kiro: The Agentic IDE That Makes Specs the Unit of Work
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AWS Kiro: The Agentic IDE That Makes Specs the Unit of Work

#aws #ai #productivity #kiro
2
Comments 2
9 min read
Build a Git Commit Analyzer with Gemma 4 31B and a 256K Context Window

Gemma 4 Challenge: Build With Gemma 4 Submission
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Build a Git Commit Analyzer with Gemma 4 31B and a 256K Context Window

#devchallenge #gemmachallenge #gemma
2
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9 min read
Engineering LLMOps: Building Robust CI/CD Pipelines for LLM Applications on Google Cloud
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Engineering LLMOps: Building Robust CI/CD Pipelines for LLM Applications on Google Cloud

#llmops #googlecloud #cicd #vertexai
Comments 2
7 min read
The Most Important Announcement at NEXT '26 Was a Sidecar

Google Cloud NEXT '26 Challenge Submission
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The Most Important Announcement at NEXT '26 Was a Sidecar

#devchallenge #cloudnextchallenge #googlecloud
4
Comments
7 min read
What Does OpenClaw Take From You?

OpenClaw Challenge Submission 🦞
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What Does OpenClaw Take From You?

#discuss #devchallenge #openclawchallenge #ai
3
Comments
7 min read
What is AWS Kiro and Why it Matters for Agentic Development
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What is AWS Kiro and Why it Matters for Agentic Development

#aws #kiro #agents #ai
1
Comments 1
6 min read
5 Ways Azure AI Search is Revolutionizing Enterprise RAG Architectures
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5 Ways Azure AI Search is Revolutionizing Enterprise RAG Architectures

#azure #rag #vectorsearch #generativeai
Comments
7 min read
S3 Vectors: How to build a RAG without a vector database
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S3 Vectors: How to build a RAG without a vector database

#rag #s3 #vectordatabase #aws
Comments 1
5 min read
Mastering Gemma 4: A Comprehensive Deep Dive into Google's Next-Generation Open Model Architecture and Deployment
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Mastering Gemma 4: A Comprehensive Deep Dive into Google's Next-Generation Open Model Architecture and Deployment

#machinelearning #ai #gemma #python
4
Comments
7 min read
The Agent Protocol Stack: MCP vs A2A vs AG-UI — When to Use What
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The Agent Protocol Stack: MCP vs A2A vs AG-UI — When to Use What

#mcp #a2a #ai #agents
1
Comments 2
9 min read
MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes
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MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes

#mcp #ai #python #aws
1
Comments 1
7 min read
Beyond the LLM: Why Amazon Bedrock Agents are the New EC2 for AI Orchestration
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Beyond the LLM: Why Amazon Bedrock Agents are the New EC2 for AI Orchestration

#aws #generativeai #aiagents #cloudcomputing
Comments
7 min read
I Gave Gemini 3 My Worst Legacy Code — Here’s What Happened
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I Gave Gemini 3 My Worst Legacy Code — Here’s What Happened

#cleancode #legacysystems #ai #refactoring
1
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7 min read
Stateful AI: Streaming Long-Term Agent Memory with Amazon Kinesis
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Stateful AI: Streaming Long-Term Agent Memory with Amazon Kinesis

#aws #generativeai #dataengineering #amazonkinesis
2
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6 min read
65% of Enterprises Will Deploy Agentic AI by 2027: A Deep Technical Analysis of Readiness
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65% of Enterprises Will Deploy Agentic AI by 2027: A Deep Technical Analysis of Readiness

#ai #architecture #llmops #enterprisetech
1
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7 min read
The Rise of Agentic AI: Architectural Readiness for the 2027 Enterprise Pivot
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The Rise of Agentic AI: Architectural Readiness for the 2027 Enterprise Pivot

#aiarchitecture #agenticai #llmops #enterprisesoftware
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8 min read
Architecting Autonomous Agents: A Deep Dive into Azure AI Foundry Agent Service
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Architecting Autonomous Agents: A Deep Dive into Azure AI Foundry Agent Service

#azure #ai #generativeai #cloudarchitecture
1
Comments
7 min read
Gemini + Veo: A Deep Dive into Google’s High-Fidelity Video Generation Pipeline
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Gemini + Veo: A Deep Dive into Google’s High-Fidelity Video Generation Pipeline

#generativeai #machinelearning #googlecloud #videoengineering
3
Comments
6 min read
AI-Powered Dev Workflows: How SWEs Are Shipping Faster in 2026
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AI-Powered Dev Workflows: How SWEs Are Shipping Faster in 2026

#ai #softwareengineering #productivity #devops
1
Comments 3
5 min read
Gemini Agent vs Microsoft Copilot vs ChatGPT Operator: How they compare
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Gemini Agent vs Microsoft Copilot vs ChatGPT Operator: How they compare

#ai #generativeai #architecture #gemini
2
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8 min read
Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration
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Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration

#ai #generativeai #knowledgemanagement #geminipro
2
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6 min read
Getting Started with Gemini Agents: Build a Data-Connected RAG Agent using Vertex AI Agent Builder
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Getting Started with Gemini Agents: Build a Data-Connected RAG Agent using Vertex AI Agent Builder

#googlecloud #vertexai #gemini #rag
4
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7 min read
Mastering Azure Kubernetes Service: The Ultimate Guide to Scaling, Security, and Cost Optimization
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Mastering Azure Kubernetes Service: The Ultimate Guide to Scaling, Security, and Cost Optimization

#azure #kubernetes #devops #cloudcomputing
1
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5 min read
Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB
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Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB

#cosmosdb #azure #eventdriven #ai
3
Comments
7 min read
The AI Engineering Pivot: A Strategic Roadmap for Senior Software Engineers
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The AI Engineering Pivot: A Strategic Roadmap for Senior Software Engineers

#career #ai #software #leadership
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6 min read
Google Cloud AI Agents with Gemini 3: Building Multi-Agent Systems That Actually Work
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Google Cloud AI Agents with Gemini 3: Building Multi-Agent Systems That Actually Work

#googlecloud #geminiai #aiagents #vertexai
2
Comments
6 min read
Fine-Tuning LLMs at Scale with Databricks MLflow and Spark
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Fine-Tuning LLMs at Scale with Databricks MLflow and Spark

#databricks #mlflow #spark #llm
Comments 1
10 min read
Amazon Q Developer for AI Infrastructure: Architecting Automated ML Pipelines
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Amazon Q Developer for AI Infrastructure: Architecting Automated ML Pipelines

#aws #amazonq #infrastructure #machinelearning
Comments
5 min read
AWS Step Functions + AI: Smarter Orchestration in Modern Applications
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AWS Step Functions + AI: Smarter Orchestration in Modern Applications

#aws #serverless #generativeai #stepfunctions
1
Comments 1
7 min read
Azure Small Language Models: Evaluating Phi-3, Llama 3, and Snowflake Arctic for Production
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Azure Small Language Models: Evaluating Phi-3, Llama 3, and Snowflake Arctic for Production

#azure #ai #snowflake #microsoft
Comments
7 min read
AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale
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AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale

#machinelearning #generativeai #distributedcomputing #aws
2
Comments
6 min read
Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration
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Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration

#azure #databricks #machinelearning #ai
2
Comments
6 min read
From Data Mesh to AI Excellence: Implementing Decentralized Data Architecture on Google BigQuery
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From Data Mesh to AI Excellence: Implementing Decentralized Data Architecture on Google BigQuery

#bigquery #googlecloud #datamesh #vertexai
6
Comments
5 min read
Azure AI Search at Scale: Building RAG Applications with Enhanced Vector Capacity
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Azure AI Search at Scale: Building RAG Applications with Enhanced Vector Capacity

#azure #ai #rag #vectordatabase
1
Comments
6 min read
Building Production-Grade Delta Lake Pipelines with Apache Spark on Databricks
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Building Production-Grade Delta Lake Pipelines with Apache Spark on Databricks

#databricks #spark #deltalake #dataengineering
Comments
8 min read
TPU vs GPU: Real-World Performance Testing for LLM Training on Google Cloud
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TPU vs GPU: Real-World Performance Testing for LLM Training on Google Cloud

#googlecloud #tensorflow #tpu #deeplearning
Comments
7 min read
Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026
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Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026

#aws #serverless #stepfunctions #dataengineering
Comments
5 min read
Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications
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Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications

#gemini #google #ai #agents
Comments
5 min read
AWS Bedrock vs Azure OpenAI vs Gemini API: A Practical Comparison for 2025
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AWS Bedrock vs Azure OpenAI vs Gemini API: A Practical Comparison for 2025

#ai #cloud #aws #azure
1
Comments
5 min read
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