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Building HDB Agent
Aws October 11, 2025

Building HDB Agent

Discover how I built HDB Agent, an AI-driven system leveraging AWS Bedrock AgentCore, Lambda, and Athena to analyze Singapore’s HDB resale market. The architecture combines serverless, event-driven design with hybrid infrastructure—integrating S3, RDS Aurora, and CloudFormation for modular deployment. Intelligent query routing directs requests to the most efficient backend—XGBoost for price prediction, Athena for analytics, PostgreSQL MCP for comparisons, and Bedrock LLMs for contextual insights—creating a powerful, scalable, and cost-efficient agentic AI solution.

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ATS Buddy: Privacy-First Resume AI
Ats Oct 5, 2025

ATS Buddy: Privacy-First Resume AI

ATS Buddy is an AI-powered resume analysis tool built with AWS Bedrock, Textract, and Comprehend....

AI-Driven 3D Workflows with n8n
N8n Sep 21, 2025

AI-Driven 3D Workflows with n8n

This post explores how to integrate n8n, OpenRouter, and Blender MCP to create AI-driven 3D modeling...

Blender Meets MCP
Blender Sep 13, 2025

Blender Meets MCP

A step-by-step guide to integrating the Model Context Protocol (MCP) with Blender. From setup and...

Reverse-Engineering PDFs with AI Tools
Pdf Reconstruction Aug 31, 2025

Reverse-Engineering PDFs with AI Tools

What started as a corrupted PDF upload led to a deep exploration of PDF internals using tools like...

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Run gpt-oss Locally on Ryzen AI
Gpt Oss Aug 19, 2025

Run gpt-oss Locally on Ryzen AI

Learn how to run OpenAI’s new gpt-oss model locally on a Ryzen AI Max+ 395 mini PC. This guide...

NoteFlow: Prototyping with AI Speed
Note Flow Aug 2, 2025

NoteFlow: Prototyping with AI Speed

During my final days with bolt.new, I built two exciting prototypes—NoteFlow and MD-Editor-PRO—using...

Transfer Learning with MobileNetV2
Mobile Net V2 Jul 20, 2025

Transfer Learning with MobileNetV2

In this post, I explore transfer learning using MobileNetV2 to build a binary image classifier for...

Automating Workflows with n8n
N8n Jul 13, 2025

Automating Workflows with n8n

Explore how to set up and run n8n, a powerful open-source workflow automation tool, locally using...

Running Bolt.diy with OpenRouter
Bolt.new Jul 6, 2025

Running Bolt.diy with OpenRouter

This post explores running the open-source bolt.diy locally and integrating it with OpenRouter to...

Deploying KServe on OKE
OK E May 12, 2025

Deploying KServe on OKE

This post demonstrated how to deploy an XGBoost model using KServe on Oracle Kubernetes Engine...

Building a Recommender System
Recommenders May 2, 2025

Building a Recommender System

In this post, we walk through the process of building a movie recommender system using deep learning...

From Model to HDB App
Streamlit Apr 21, 2025

From Model to HDB App

In this post, I demonstrated how to deploy a Jupyter notebook using the jupyter-tensorflow-full...

Feature Impact on HDB predictions
Network Model Apr 13, 2025

Feature Impact on HDB predictions

In this post, I explore the impact of different feature sets on XGBoost model performance for HDB...

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