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Jubin Soni Subscriber

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

Education

New York University

Work

Yahoo!

One Year Club
Gemma 4 Challenge Completion
Google Cloud NEXT Writing Challenge Completion Badge
OpenClaw Challenge Completion Badge
1 Week Community Wellness Streak
Google AI
Writing Debut
Building Production-Grade Semantic Search with GPT-5 and Microsoft Foundry, From Scratch

Building Production-Grade Semantic Search with GPT-5 and Microsoft Foundry, From Scratch

BERJAYA 1
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4 min read

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Building a Stateful Multi-Agent System with LangGraph and Microsoft Foundry Agent Service, From Scratch

Building a Stateful Multi-Agent System with LangGraph and Microsoft Foundry Agent Service, From Scratch

BERJAYA 1
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4 min read
Implementing Zero-Trust Networking and Identity for Microsoft Foundry Agents

Implementing Zero-Trust Networking and Identity for Microsoft Foundry Agents

BERJAYA 1
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5 min read
Building Evaluation, Cost Governance, and Observability for a Multi-Agent System in Microsoft Foundry

Building Evaluation, Cost Governance, and Observability for a Multi-Agent System in Microsoft Foundry

BERJAYA 1
Comments
5 min read
Azure Databricks vs Microsoft Fabric: An Honest Guide to When to Use What

Azure Databricks vs Microsoft Fabric: An Honest Guide to When to Use What

BERJAYA 1
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5 min read
MLOps: Building a CI/CD Pipeline for ML Models on Azure Databricks

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

BERJAYA 1
Comments
7 min read
Azure Databricks for MLOps and Feature Engineering at Scale with Apache Spark, Delta Lake, and MLflow

Azure Databricks for MLOps and Feature Engineering at Scale with Apache Spark, Delta Lake, and MLflow

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

Building an AI Agent That Responds to Real-Time Events with AWS Bedrock, Kinesis, DynamoDB, and S3

BERJAYA 1
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6 min read
Real-Time AI Feature Engineering with Spark Structured Streaming and Databricks Feature Store

Real-Time AI Feature Engineering with Spark Structured Streaming and Databricks Feature Store

BERJAYA 2
Comments
10 min read
Apache Spark Query Optimization on Databricks: Catalyst, AQE, and Photon Engine

Apache Spark Query Optimization on Databricks: Catalyst, AQE, and Photon Engine

BERJAYA 1
Comments
10 min read
I Built a VS Code Extension to Debug Azure AI Foundry Agents Without Leaving My Editor

I Built a VS Code Extension to Debug Azure AI Foundry Agents Without Leaving My Editor

BERJAYA 1
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4 min read
Amazon CodeWhisperer Q Developer Kiro: The Rise of Agentic Coding

Amazon CodeWhisperer Q Developer Kiro: The Rise of Agentic Coding

BERJAYA 1
Comments
7 min read
Building Microsoft Foundry RAG: a Vector Index in Azure AI Search with HNSW and Profiles

Building Microsoft Foundry RAG: a Vector Index in Azure AI Search with HNSW and Profiles

BERJAYA 1
Comments
12 min read
Amazon OpenSearch Vector Search Explained for RAG Systems

Amazon OpenSearch Vector Search Explained for RAG Systems

BERJAYA 1
Comments
10 min read
Jules: Google's Async Coding Agent Is Changing How We Think About AI and Software Development

Jules: Google's Async Coding Agent Is Changing How We Think About AI and Software Development

BERJAYA 1
Comments
6 min read
Amazon Quick: AWS's Agentic Workspace, Explained for Engineers

Amazon Quick: AWS's Agentic Workspace, Explained for Engineers

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

Run Gemma 4 on Your Laptop — A Hands-On Guide to Google's Latest Open Multimodal LLM

BERJAYA 3
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10 min read
AWS Kiro: The Agentic IDE That Makes Specs the Unit of Work

AWS Kiro: The Agentic IDE That Makes Specs the Unit of Work

BERJAYA 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

Build a Git Commit Analyzer with Gemma 4 31B and a 256K Context Window

BERJAYA 1
Comments
9 min read
Engineering LLMOps: Building Robust CI/CD Pipelines for LLM Applications on Google Cloud

Engineering LLMOps: Building Robust CI/CD Pipelines for LLM Applications on Google Cloud

Comments 2
7 min read
The Most Important Announcement at NEXT '26 Was a Sidecar

Google Cloud NEXT '26 Challenge Submission

The Most Important Announcement at NEXT '26 Was a Sidecar

BERJAYA BERJAYA BERJAYA 4
Comments
7 min read
What Does OpenClaw Take From You?

OpenClaw Challenge Submission 🦞

What Does OpenClaw Take From You?

BERJAYA BERJAYA BERJAYA 3
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7 min read
What is AWS Kiro and Why it Matters for Agentic Development

What is AWS Kiro and Why it Matters for Agentic Development

BERJAYA 1
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6 min read
From Prototype to Production: Building Enterprise GenAI with Microsoft Foundry

From Prototype to Production: Building Enterprise GenAI with Microsoft Foundry

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6 min read
S3 Vectors: How to build a RAG without a vector database

S3 Vectors: How to build a RAG without a vector database

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

Mastering Gemma 4: A Comprehensive Deep Dive into Google's Next-Generation Open Model Architecture and Deployment

BERJAYA 4
Comments
7 min read
The Agent Protocol Stack: MCP vs A2A vs AG-UI — When to Use What

The Agent Protocol Stack: MCP vs A2A vs AG-UI — When to Use What

BERJAYA 1
Comments 2
9 min read
MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes

MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes

BERJAYA 1
Comments 1
7 min read
Beyond the LLM: Why Amazon Bedrock Agents are the New EC2 for AI Orchestration

Beyond the LLM: Why Amazon Bedrock Agents are the New EC2 for AI Orchestration

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7 min read
I Gave Gemini 3 My Worst Legacy Code — Here’s What Happened

I Gave Gemini 3 My Worst Legacy Code — Here’s What Happened

BERJAYA 1
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7 min read
Stateful AI: Streaming Long-Term Agent Memory with Amazon Kinesis

Stateful AI: Streaming Long-Term Agent Memory with Amazon Kinesis

BERJAYA 2
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6 min read
65% of Enterprises Will Deploy Agentic AI by 2027: A Deep Technical Analysis of Readiness

65% of Enterprises Will Deploy Agentic AI by 2027: A Deep Technical Analysis of Readiness

BERJAYA 1
Comments 1
7 min read
The Rise of Agentic AI: Architectural Readiness for the 2027 Enterprise Pivot

The Rise of Agentic AI: Architectural Readiness for the 2027 Enterprise Pivot

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8 min read
Architecting Autonomous Agents: A Deep Dive into Microsoft Foundry Agents

Architecting Autonomous Agents: A Deep Dive into Microsoft Foundry Agents

BERJAYA 1
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7 min read
Gemini + Veo: A Deep Dive into Google’s High-Fidelity Video Generation Pipeline

Gemini + Veo: A Deep Dive into Google’s High-Fidelity Video Generation Pipeline

BERJAYA BERJAYA 3
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6 min read
AI-Powered Dev Workflows: How SWEs Are Shipping Faster in 2026

AI-Powered Dev Workflows: How SWEs Are Shipping Faster in 2026

BERJAYA 1
Comments 3
5 min read
Gemini Agent vs Microsoft Copilot vs ChatGPT Operator: How they compare

Gemini Agent vs Microsoft Copilot vs ChatGPT Operator: How they compare

BERJAYA BERJAYA 2
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8 min read
Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration

Architecting the Future of Research: A Technical Deep-Dive into NotebookLM and Gemini Integration

BERJAYA 2
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6 min read
Getting Started with Gemini Agents: Build a Data-Connected RAG Agent using Vertex AI Agent Builder

Getting Started with Gemini Agents: Build a Data-Connected RAG Agent using Vertex AI Agent Builder

BERJAYA BERJAYA 5
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7 min read
Running Microsoft Foundry Workloads on Azure K8s: Scaling, Security, and Cost Best Practices

Running Microsoft Foundry Workloads on Azure K8s: Scaling, Security, and Cost Best Practices

BERJAYA 2
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8 min read
Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB

Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB

BERJAYA BERJAYA BERJAYA 4
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7 min read
The AI Engineering Pivot: A Strategic Roadmap for Senior Software Engineers

The AI Engineering Pivot: A Strategic Roadmap for Senior Software Engineers

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6 min read
Google Cloud AI Agents with Gemini 3: Building Multi-Agent Systems That Actually Work

Google Cloud AI Agents with Gemini 3: Building Multi-Agent Systems That Actually Work

BERJAYA BERJAYA 2
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6 min read
Fine-Tuning LLMs at Scale with Databricks MLflow and Spark

Fine-Tuning LLMs at Scale with Databricks MLflow and Spark

Comments 1
10 min read
Amazon Q Developer for AI Infrastructure: Architecting Automated ML Pipelines

Amazon Q Developer for AI Infrastructure: Architecting Automated ML Pipelines

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5 min read
AWS Step Functions + AI: Smarter Orchestration in Modern Applications

AWS Step Functions + AI: Smarter Orchestration in Modern Applications

BERJAYA 1
Comments 1
7 min read
Azure Small Language Models: Evaluating Phi-3, Llama 3, and Snowflake Arctic for Production

Azure Small Language Models: Evaluating Phi-3, Llama 3, and Snowflake Arctic for Production

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7 min read
AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale

AWS SageMaker HyperPod: Distributed Training for Foundation Models at Scale

BERJAYA 2
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6 min read
Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration

Unified Intelligence: Mastering the Azure Databricks and Azure Machine Learning Integration

BERJAYA BERJAYA 4
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6 min read
From Data Mesh to AI Excellence: Implementing Decentralized Data Architecture on Google BigQuery

From Data Mesh to AI Excellence: Implementing Decentralized Data Architecture on Google BigQuery

BERJAYA BERJAYA BERJAYA 6
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5 min read
Azure AI Search at Scale: Building RAG Applications with Enhanced Vector Capacity

Azure AI Search at Scale: Building RAG Applications with Enhanced Vector Capacity

BERJAYA 1
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6 min read
Building Production-Grade Delta Lake Pipelines with Apache Spark on Databricks

Building Production-Grade Delta Lake Pipelines with Apache Spark on Databricks

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8 min read
TPU vs GPU: Real-World Performance Testing for LLM Training on Google Cloud

TPU vs GPU: Real-World Performance Testing for LLM Training on Google Cloud

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7 min read
Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026

Mastering Serverless Data Pipelines: AWS Step Functions Best Practices for 2026

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5 min read
Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications

Mastering the Gemini 3 API: Architecting Next-Gen Multimodal AI Applications

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5 min read
AWS Bedrock vs Azure OpenAI vs Gemini API: A Practical Comparison for 2025

AWS Bedrock vs Azure OpenAI vs Gemini API: A Practical Comparison for 2025

BERJAYA 1
Comments
5 min read
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