DynamoDB

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AI-Powered Document Enhancement System

January 30, 2026

Refyne Pro

Live Application: refynepro.intelliumx.com

Refyne Pro Interface

Overview

Refyne Pro is an advanced AI-powered document enhancement platform that transforms how professionals create and refine content. Built on AWS serverless architecture with Amazon Bedrock integration, it combines sophisticated AI capabilities with intuitive document management, offering unprecedented control over AI-generated content while maintaining enterprise-grade security and cost efficiency.

Background

The journey began with “Refyne,” a simple note-taking application designed to explore AI operations. It featured two text areas where users could input text and receive AI-enhanced versions through Amazon Bedrock. While functional, this foundational project revealed the potential for something far more powerful.

Amazon DynamoDB - Import CSV Data

June 15, 2025

1. Save the CSV file in the same location as the Python code

user_id,first_name,last_name,company_name,address,city,state,post,phone1,phone2,email,web
U001,Rebbecca,Didio,"Brandt, Jonathan F Esq",171 E 24th St,Leith,TAS,7315,03-8174-9123,0458-665-290,[email protected],http://www.brandtjonathanfesq.com.au
U002,Stevie,Hallo,Landrum Temporary Services,22222 Acoma St,Proston,QLD,4613,07-9997-3366,0497-622-620,[email protected],http://www.landrumtemporaryservices.com.au
U003,Mariko,Stayer,"Inabinet, Macre Esq",534 Schoenborn St #51,Hamel,WA,6215,08-5558-9019,0427-885-282,[email protected],http://www.inabinetmacreesq.com.au
U004,Gerardo,Woodka,Morris Downing & Sherred,69206 Jackson Ave,Talmalmo,NSW,2640,02-6044-4682,0443-795-912,[email protected],http://www.morrisdowningsherred.com.au
U005,Mayra,Bena,"Buelt, David L Esq",808 Glen Cove Ave,Lane Cove,NSW,1595,02-1455-6085,0453-666-885,[email protected],http://www.bueltdavidlesq.com.au
U006,Idella,Scotland,Artesian Ice & Cold Storage Co,373 Lafayette St,Cartmeticup,WA,6316,08-7868-1355,0451-966-921,[email protected],http://www.artesianicecoldstorageco.com.au
U007,Sherill,Klar,Midway Hotel,87 Sylvan Ave,Nyamup,WA,6258,08-6522-8931,0427-991-688,[email protected],http://www.midwayhotel.com.au
U008,Ena,Desjardiws,"Selsor, Robert J Esq",60562 Ky Rt 321,Bendick Murrell,NSW,2803,02-5226-9402,0415-961-606,[email protected],http://www.selsorrobertjesq.com.au
U009,Vince,Siena,Vincent J Petti & Co,70 S 18th Pl,Purrawunda,QLD,4356,07-3184-9989,0411-732-965,[email protected],http://www.vincentjpettico.com.au
U010,Theron,Jarding,"Prentiss, Paul F Esq",8839 Ventura Blvd,Blanchetown,SA,5357,08-6890-4661,0461-862-457,[email protected],http://www.prentisspaulfesq.com.au

2. Set a temporary token for VS Code

Reference: AWS STS - Temporary Access Tokens

AI-Powered AWS Exam Preparation Platform

January 30, 2025

Study Amplify

Live Application: studyamplify.intelliumx.com

Study Amplify Interface

Overview

Study Amplify is an AI-powered exam preparation platform designed to help professionals cloud certifications through personalised learning experiences. Built on AWS serverless architecture with Amazon Bedrock integration, it transforms traditional study methods by generating customised practice questions, providing intelligent mock tests, and enabling comprehensive review tracking.

Background

The challenge of preparing for cloud certifications lies in finding relevant, up-to-date practice questions that match real exam scenarios. Traditional study materials often become outdated quickly, and generic question banks don’t adapt to individual learning needs.

Serverless AWS Cost Monitoring

January 30, 2025

CloudLens

Live Application: cloudlens.intelliumx.com

Overview

CloudLens is a serverless AWS cost monitoring dashboard that quickly detects unexpected cost increases. Built with AWS-native services, CloudLens delivers real-time cost visibility through simple charts and time-based filtering while maintaining enterprise-grade security and minimal operational overhead.

Background

I used to check AWS costs through Cost Explorer in the AWS Management Console. This was tedious—I had to log in, open Cost Explorer, and filter the data each time. I wanted quick access whenever I needed to check costs, ideally from my mobile device.