AI Readiness & Tech Acceptance Analysis
A quantitative SPSS study on AI adoption using the Technology Acceptance Model, based on responses from 130+ participants.
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Data and Systems Analyst specializing in enterprise application testing, SAP S/4HANA upgrades, and business process analysis.
Experienced in translating complex business requirements into validated system improvements and building data-driven reporting solutions using Power BI, SQL, and Python.
Education
B.S. Information Systems (Hons)
Focus
Enterprise systems and data analytics
Based in
Bayan Lepas, Penang, MalaysiaLoading weather...
Data & Analytics
Systems & QA
Operations & Web
Brag mode
A quantitative SPSS study on AI adoption using the Technology Acceptance Model, based on responses from 130+ participants.
A full-stack trade platform featuring automated inventory workflows, built end to end for real-world trading use cases.
An interactive travel companion app for an 11-day Japan trip β live currency converter, budget tracker, phrasebook, emergency contacts, and a train line cheat sheet. Try it live below.
case study
Overview
Method
Findings
My role
Survey reliability
Before trusting survey results, researchers check whether the questions were actually measuring the same thing consistently — this is called reliability. A score above 0.90 (out of a possible 1.0) is considered excellent. Here's how each part of the survey scored:
How it works
A few playlists I have on loop while working.
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Fabroland
Es Erick Brian, baby
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Enter your birthday and I'll find real anime characters who share it — pulled live from AniList, not made up.
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Real, aggregated numbers from actual visitor interactions on this site — not simulated. Updates automatically.
Live visitors around the world — drag to rotate, scroll to zoom
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Live activity feed (real, updates automatically)
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