Vivek V.

Vivek V. @vivek-aws

About: ☁️ AWS Ambassador | AWS Community Builder (AI Engineering) | 15x AWS (All-Star Award, AWS Gold Jacket) | 4x Kubernetes | 5x Azure | 3x AWS Certification Subject Matter Expert (SME) | AWS IQ

Location:
Toronto, Canada
Joined:
Mar 14, 2025

Vivek V.
articles - 30 total

Building Roblox Games with Kiro: A Spec-Driven Development Approach

The Rise of Kiro and the Roblox Opportunity The developer community embraced Kiro with...

Learn More 5 0Oct 18

Taming Large Codebases with Kiro: Lessons from a 58K-LoC Rust Migration

The Scale Problem AI assistants excel at small tasks but struggle with large codebase...

Learn More 12 0Sep 23

RAG-based Presentation Generator built with Kiro

How a presentation emergency inspired a new approach to AI-powered development The...

Learn More 12 0Sep 15

Building an AI Dining Assistant in 30 Minutes: From Local Development to Cloud Deployment

How I built a restaurant discovery and dining plan generator AI Agent using Amazon Bedrock AgentCore,...

Learn More 10 0Sep 5

Job Hunter AI: Next-Gen Job Search with n8n Agent and Amazon Bedrock

This is a submission for the AI Agents Challenge powered by n8n and Bright Data What I...

Learn More 16 0Sep 1

Accelerating AI Development Workflows: The Kiro Best Practices Boilerplate

Introduction Maintaining consistent code quality across teams is challenging. The Kiro...

Learn More 13 0Aug 8

Elder Care Companion 🤖❤️

This is a submission for the AssemblyAI Voice Agents Challenge What I Built A...

Learn More 30 0Jul 28

AI-Powered Real Estate Intelligence Platform

This is a submission for the Algolia MCP Server Challenge What I Built I built PropTech...

Learn More 26 0Jul 28

Pulse - The Living Workplace Dashboard

This is a submission for Frontend Challenge: Office Edition sponsored by Axero, Holistic Webdev:...

Learn More 17 0Jul 22

Building a Personal Productivity Assistant with Q Developer CLI and MCP

Introduction: The Daily Productivity Struggle Every morning, I face the same overwhelming...

Learn More 10 0Jul 20

👻 Kiro Agentic AI IDE: Beyond a Coding Assistant - Full Stack Software Development with Spec Driven AI

How I built a complete AI Compliance Auditor MVP using Kiro's spec-driven development approach ...

Learn More 21 2Jul 14

Automated FTM Trading Bot - Powered by bolt.new and Netlify

This is a submission for the World's Largest Hackathon Writing Challenge: Building with Bolt. ...

Learn More 9 0Jul 8

Building a Canadian Crypto Tax Reporting Assistant with Runner H AI Agents

This is a submission for the Runner H "AI Agent Prompting" Challenge What I Built I...

Learn More 15 0Jul 4

Building a Tech Conference Platform with Storyblok and AI

This is a submission for the Storyblok Challenge What I Built I built a modern tech...

Learn More 18 1Jun 30

Agent-to-Agent AI Integration: AWS Security Analysis with AI21 Maestro & Strands Agents

Introduction The future of enterprise AI isn't just about more powerful models—it's about...

Learn More 8 0Jun 29

June Calendar - Interactive Celebration Calendar - Using AWS Amplify Hosting for Responsive Landing Pages

This is a submission for Frontend Challenge - June Celebrations, Perfect Landing: June...

Learn More 6 0Jun 20

🎯 AI Resume Ranking System

Revolutionizing Hiring with Postmark and Amazon Bedrock Nova Premier Model This is a...

Learn More 20 4Jun 9

How I Built a Serverless Agentic AI Meme Generator for WhatsApp

Background So there I was, half awake at 6 AM, when my phone buzzed for the third time....

Learn More 8 3Jun 3

Financial Signals Dashboard: AI-Powered Real-time Stock Analysis with Bright Data MCP Server & Strands Agents SDK

This is a submission for the Bright Data AI Web Access Hackathon What I Built I've...

Learn More 26 1May 26

Building an Intelligent AWS Cloud Engineer Agent with Strands Agents SDK

Introduction In today's cloud-first world, managing AWS infrastructure efficiently...

Learn More 5 0May 19

Mining Tycoon: How My 9-Year-Old and Amazon Q Developer CLI Built a Retro Mining Game in One Afternoon

This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's...

Learn More 26 0May 12

The AI Pair Programmer in GitHub - Amazon Q Developer in GitHub (in preview)

Code at the Speed of Q and Never Code Alone Again Introduction Amazon Q Developer in...

Learn More 14 1May 7

Exploring the Possibilities: How I Built a YouTube Shorts Blocker for Kids Using Only Amazon Q Developer

This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the...

Learn More 24 0May 5

Crushing the Command Line with Amazon Q: Building a Medium to DEV.to Converter

What I Built I built medium2dev, a command-line tool that automatically converts Medium...

Learn More 15 0May 3

Implementing Nova Act MCP Server on ECS Fargate

Browser Automation as a Service This technical blog post outlines the implementation of a...

Learn More 27 4May 1

How I Used Nova-Act to find the Best Hotel Deals for AWS re:Invent 2025

Leveraging Amazon’s LP of Frugality Through Smart Automation Every AWS enthusiast knows that...

Learn More 14 3Apr 10

Building a Scalable Multi-Tenant Generative AI Platform with Amazon Bedrock : Part 1

Streamlining Bedrock Application Inference Profile Creation with Service Catalog In today’s dynamic...

Learn More 9 0Apr 6

MLflow-Powered Generative AI Observability with Amazon Bedrock

Complete AWS-CDK implementation for Integrating Amazon Bedrock with MLflow on ECS Fargate This...

Learn More 10 0Mar 28

Accelerating LLM Inference on ECS: Leveraging SOCI with AWS Fargate for Lightning-Fast Container Startup

Automated SOCI implementation with AWS Fargate using AWS-CDK In today’s AI/ML engineering and...

Learn More 13 1Mar 26

Building the KCSA Exam Simulator on Amazon EKS Cluster running Kubernetes v1.32 (code: Penelope)

Streamline your IaC with a single-stack deployment powered by AWS CDK EKS-Blueprints. In this guide,...

Learn More 9 0Mar 20