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Pages
Ahmad Najmi bin Ariffin
About me
Posts
I Built a World Cup 2026 Predictor — And the Real Matches Are Already Proving One Scenario Right
Published:
The World Cup has started. USA beat Paraguay 4–1. Mexico crushed South Africa 2–0. South Korea dismantled Czech Republic 2–1. And sitting on my laptop is a prediction dashboard I built that called all of this — not under the “expected” scenario, but under the one labelled Optimistic.
Malaysian Digital Stress Report: Adrenal Fatigue, Cortisol & Mobile Usage (2019–2026)
Published:
Malaysia’s mental health landscape has undergone a dramatic deterioration since 2019, driven by a convergence of chronic digital overuse, workplace overload, and urban commuting stress. The data reveals a nation under sustained physiological pressure — with cortisol dysregulation and adrenal fatigue emerging as silent but measurable consequences of modern Malaysian life.
From Manual Refreshing to Automated Wealth: Building AurumVibe
Published:
We’ve all been there: waking up, opening a browser, and manually checking gold prices because we don’t want to miss that “perfect” entry point. In the Malaysian market, gold is a staple, but tracking it daily is, frankly, leceh (troublesome).
Is Your “Healing” Routine Killing Your Brain Cells? 3 Counter-Intuitive Truths from Neuroscience
Published:
Ever feel like your mind is perpetually “slow,” like the gears are grinding against a thick layer of sludge? In Malaysia, we call this otak berkarat — a rusty brain. Your “healing” routine after work might actually be the thing making it worse. Neuroscience has some uncomfortable news.
MY Mobility Index: Transition Into the 2026 WFH & Fuel Crisis Era.
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Are we moving smarter, or just moving less? Malaysia’s 2026 mobility story is more than a fuel crisis — it’s a national behavioural shift, and the data is finally catching up.
Grades Tell You What You CAN Do. Personality Tells You What You SHOULD Do.
Published:
Your SPM slip just arrived. You’re staring at the numbers. Your parents are celebrating. Your teachers are already planning your future. Everyone is thrilled.
Beyond the Barrels: 5 Surprising Signals
Published:
The global energy industry is navigating an era of profound transformation, defined by a complex mix of market volatility, geopolitical shifts, and the urgent imperatives of the energy transition.
Malaysia Budget 2026: Predictions vs Reality Analysis
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When Prime Minister Datuk Seri Anwar Ibrahim tabled Malaysia’s Budget 2026 on October 11, 2025, it delivered a RM470 billion package that was both predictable and surprising. Our pre-budget analysis got most things right—but missed some game-changing moves that reveal deeper shifts in Malaysia’s economic strategy.
Google Made 90% of the Internet Invisible
Published:
If you’re thinking “what the hell is that?”—congrats, you’re normal. Most people had no idea it existed. Last month, Google quietly removed something called the “num=100” parameter from search.
The Ripple Effect of Layoffs for Those Who Stay
Published:
The modern workplace is more complex than ever. Layoffs no longer just impact those who leave. Layoffs are a jarring reality for any organization. But while the focus is often on those who leave, what about the silent majority who stay behind?
Malaysian Palm Oil Industry Analysis (2016–2024)
Published:
Malaysia’s palm oil industry remains a cornerstone of the national economy, despite facing significant challenges from labor shortages, weather disruptions, and volatile global markets. Recent data shows signs of recovery, with 2024 CPO production increasing 4.2% to 19.34 million tonnes, primarily driven by improved labor availability.
SARA 2025: Your Essential Guide to Government Aid
Published:
Malaysia’s government has launched one of its most comprehensive financial aid initiatives to date: the Sumbangan Asas Rahmah (SARA) 2025 program. With a total allocation of RM15 billion, this program represents a significant escalation in the government’s commitment to supporting citizens facing rising living costs. Here’s your complete guide to understanding and maximizing this financial assistance. Everything you need to know about claiming and using your Sumbangan Asas Rahmah aid
Roadmap: Essential Python Statistics Tools for Data Scientists
Published:
Whether you’re starting your data science journey or leveling up your skills, this roadmap highlights the essential Python libraries for statistical analysis, data manipulation, machine learning, and visualization. From beginner-friendly tools to advanced applications, here’s your step-by-step guide to becoming a proficient data scientist.
The Connoisseur Guide to Selecting Malaysia Finest Durians
Published:
The durian, often revered as the “King of Fruits,” occupies a unique and profound position within Southeast Asian culture, particularly in Malaysia. Its distinctive, often polarizing, aroma and rich, creamy flesh have elevated it beyond a mere fruit to a cherished delicacy, sought after by both local aficionados and international visitors.
Navigating the New Service Tax Landscape
Published:
The amendments to Malaysia’s Service Tax framework, coming into effect on 1 July 2025, are expected to have a nuanced impact on both consumers and businesses. While the government aims to implement a targeted approach that minimizes the burden on the majority of Malaysian citizens, several sectors will likely experience price changes—either directly through new service taxes or indirectly through increased business costs that get passed on to end-users.
From Mismatch to Momentum: How Diverse Experiences Fuel Innovation and Success
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In Malaysia, a significant portion of university graduates work in jobs unrelated to their fields of study, reflecting a considerable mismatch between education and employment sectors.
Discover Vibe Coding: The Creative Revolution Shaking Up Digital Development
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Software development is changing rapidly, and one of the most exciting new trends is Vibe Coding. This approach is revolutionising the software industry by prioritising creativity and enjoyment, especially appealing to younger developers and those new to the field.
Unveiling the Gut: How Health Dietary Practices Interact with Your Microbiome
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We often feel a sense of shame about our gut, yet this complex organ profoundly influences our health. The gut microbiome, a vast ecosystem of bacteria within us, is now recognised as central to many aspects of human health.
Trends in Lecturer and Academician Well-Being: Global, Asian, and Malaysian Perspectives
Published:
The well-being of university lecturers and academic staff has emerged as a critical area of research, reflecting broader societal concerns about occupational mental health, job satisfaction, and institutional support systems. This report synthesizes existing trend data on academic well-being at global, regional (Asia), and national (Malaysia) levels, drawing from longitudinal studies, well-being indices, and scientometric analyses.
MICE or ML? A Purrfect Solution for Data Imputation
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In the world of data analysis, the decision between using a “MICE” (Multiple Imputation by Chained Equations) approach or embracing the prowess of machine learning (ML) can make all the difference in accurately predicting or imputing continuous data.
Unlocking Longevity: Lessons from the Blue Zones
Published:
Have you ever pondered the secrets to a long and vibrant life? The Netflix docuseries “Live to 100: Secrets of the Blue Zones” has captivated audiences by exploring regions across the globe where people consistently live remarkably long and healthy lives.
portfolio
Sektor Informal & Industri Mikro (SIIM)/ Informal Sector & Micro Industry
The Department of Statistics Malaysia (DOSM) is leading the development of a comprehensive database for the informal sector and micro industries (SIIM) to collect and manage data on informal sector individuals and businesses. 
Malaysia Social Protection Council - MySPC
The MySPC project is about Malaysia Social Protection Council (Majlis Perlindungan Sosial Malaysia), which aims to provide social protection for citizens through various measures to address economic, social, and environmental risks, ensuring their well-being throughout their lives. The social protection structure is organized around four main elements: protection, prevention, promotion, and transformation. The social protection in Malaysia is divided into three main tiers: Social Assistance, Social Insurance, and Labor Market Intervention. 
Development Health Status
A structured health status for all connection, automation, monitoring projects within my purview. 
OpenDOSM Nextgen (Data Terbuka Nasional)
The backbone of effective governance. OpenDOSM is a platform that catalogs, analyzes, and visualizes Malaysia’s data, providing free access to various types of data. OpenDOSM NextGen, an upgrade of the platform, aims to support the government’s data infrastructure and contribute to data-driven innovation in service delivery.
Pangkalan Data Utama (PADU)
Malaysia centralized database, named PADU, that integrates individual and household information from various government agencies.
publications
talks
Kursus Hands On Pengurusan Data Perlindungan Sosial
Published:
Hands-on course on managing social-protection data, organised by MySPC.
Sharing on Dashboard Kawasanku & MyCenDash
Published:
Sharing session on the Kawasanku and MyCenDash dashboards at a JAS workshop.
Klinik OpenDOSM & Kawasanku
Published:
Session to improve understanding and use of the statistics released on OpenDOSM Next Gen and Kawasanku, for the GIS Department of the Royal Malaysia Police.
MDIT x DOSM Datathon 2023 workshop (Open Data slot)
Published:
Open Data session of the Malaysia Data Innovation Talent (MDIT) x DOSM Datathon 2023 workshop, run in hybrid format.
Pre-development meeting, National Entrepreneur Repository (RUN)
Published:
Pre-development meeting for the National Entrepreneur Repository (RUN), with KUSKOP, covering SIIM and PADU.
Statistical Analysis for Research
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Virtual session on statistical tools and methods for academic research.
Industry Guest Lecture Speaker
Published:
Industry guest lecture on statistical applications in computing and data science.
OpenDOSM NextGen
Published:
Academic visit by UKM FSSK, introducing OpenDOSM NextGen and data innovations for national statistics.
Data Analytic
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Session on data analysis methods for economics and management students.
Kelas Python 101, Level 1: Beginner
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Beginner Python class (Level 1). Open-source materials: github.com/booluckgmie/training.
Judge, Data Challenge 5.0
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Judge at Data Challenge 5.0, a national competition run by the UKM Statistics Club.
POV: What Employers Really Look For
Published:
Talk on what employers look for in candidates, for the Technology Talent Engagement programme of Alumni Peneraju.