MyResume

Ahmad Najmi Ariffin

Executive (Industry Advisory), Petroliam Nasional Berhad (PETRONAS)
Email| LinkedIn | Website | GitHub

🧠 About Me

Data Scientist | Statistician | Industry Advisor passionate about transforming organizational strategies through data-driven innovation. Over a decade of experience applying machine learning, statistical modeling, and automation across oil & gas, public health, and national statistics sectors. Proven ability to deliver scalable data platforms, high-impact analytics, and strategic intelligence for C-level decision-making.

Core strengths:

Machine Learning (ML), Natural Language Processing (NLP), Predictive Analytics
Cloud-Based Architecture (AWS), ETL Automation, and API Integration
Data Governance, Open Data, and Government Analytics Ecosystems
Executive Dashboards, KPI Reporting, and Strategic Communication

🧩 Career Snapshot

Petroliam Nasional Berhad (PETRONAS)
Executive, Industry Advisory (Industry Shaping) | Group Procurement
Jul 2024 – Present

Engineered NarrativeGPT and VRIMACPro, NLP-based models producing automated strategic insights from unstructured data
Launched a Digital Intelligence Automation Platform reducing vendor analysis cycle time by 70% via streamlined workflows
Designed scalable ETL pipelines and BI dashboards in SAMURAI, improving manpower forecasting accuracy by 40%
Curated OGSE vendor profiles and analytics from 400+ entries for cross-divisional procurement optimization
Forecasted labor market trends for OGSE Blueprint 2021–2030 using historical datasets and ML models
Developed a COI (Conflict of Interest) Detection Engine using relationship matrices and SWEC data for proactive audit management
Implemented real-time PN17 compliance alerts, enhancing regulatory responsiveness and reducing exposure by 60–90%
Automated news/job listing scrapers to feed dynamic dashboards with real-time sentiment and workforce movement
Directed agile UX prototyping for SONIC 2.0, integrating feedback loops and swimlane modeling for stakeholder collaboration
Created imputation models enhancing the reliability of financial risk assessments within VRIMACPro
Led the field execution of SAMURAI SB (Sabah), driving state-level alignment with national skills development goals
Coordinated with MPRC and DOSM to shape Banci OGSE 2024, aligning with public-private analytics strategies
Elevated visibility through executive workshops, media coverage, and national blueprint forums

Department of Statistics Malaysia (DOSM)
Statistician / Data Scientist
Mar 2019 – Jun 2024

Co-led the architecture of OpenDOSM, Malaysia’s open data platform reaching 50K+ monthly users
Developed high-volume ETL pipelines and ML modules for PADU, centralizing socio-economic data across ministries
Delivered real-time national COVID-19 dashboards and spatial analytics tools (GoTrace Apps) for field deployment
Built SIIM, a dynamic micro-industry database improving informal sector policy interventions
Standardized BI delivery by implementing Metabase, improving stakeholder insights access by 80%
Supported strategic modeling and socioeconomic forecasting for the Malaysian Social Protection Council
Reduced statistical report generation by 50% through automation with R, Python, and Excel VBA
Engaged in multi-agency collaboration to modernize government analytics frameworks and methodologies

University of Malaya Project Officer / Research Assistant Aug 2011 – Feb 2019 · 7 yrs 7 mos | Faculty of Dentistry, Kuala Lumpur, Malaysia

Led performance analytics and KPI dashboards tracking faculty research output, grants, and publications, improving visibility and decision-making across academic units
Coordinated over 50 national-level research workshops, conferences, and training events, enhancing Malaysia’s health research collaboration ecosystem
Developed and maintained digital platforms and communication strategies (websites, social media) for research dissemination and public engagement
Conducted ISI-indexed research on dental materials using micro-precision tools, 3D scanners, and analytical software, contributing to peer-reviewed publications
Authored and co-published in Quintessence International on operator experience and cement space influence in ceramic crown systems (ISI-indexed)
Delivered actionable insights by visualizing trends in academic performance and faculty development, presented to senior leadership for strategic planning

MyKetapang Group Founder Aug 2015 – Present

Founded a digital solutions consultancy providing digitalization & data-as-a-service (DaaS) to Malaysian businesses and individuals
Developed data-driven platforms integrating ETL pipelines, dashboarding, and GIS mapping for environmental, career, and community analytics
Delivered customized membership and event management systems, supporting digital operations for local SMEs and NGOs
Spearheaded data analytics advisory, empowering clients with predictive dashboards, customer segmentation, and data storytelling
Designed and launched 50+ WordPress/CMS-based websites, enabling non-technical users to maintain digital autonomy
Conducted training and strategic consulting for digital career portfolios, enabling jobseekers and professionals to establish personal branding websites
Implemented scalable web applications for subscription-based content, real-time registration, and reporting
Produced end-to-end digital branding and artwork including UI/UX, social media kits, infographics, and iconography
Actively contributes to Malaysia’s digital transformation ecosystem through client empowerment and local-first solutions

🎓 Education

Universiti Malaya (UM)
Master’s in Applied Statistics, 2013 – 2016
Management and Science University (MSU)
Bachelor’s in Medical Science, 2006 – 2012

🛠️ Certifications

AWS Cloud Practitioner – Iverson Associates (Sep 2024)
Big Data Analytics Certificate – Yayasan Peneraju & Fusionex (Oct 2018)
SAS / RapidMiner Advanced Data Science (2021)
Enterprise Compliance: CoBE, Risk, Anti-Bribery, HSE, Competition Law (2024–2025)
PETRONAS SKG02 & SKG04 – Industry Intelligence, Procurement (2024–2025)

🏆 Awards

Anugerah Perkhidmatan Cemerlang (APC) – 2021
Sijil Pekerja Cemerlang (SPC) – 2015, 2016

🎯 Target Roles

Data Scientist Analytics Engineer Machine Learning Analyst
People Analytics Business Intelligence Executive AI Product Analyst

📈 Key Competencies & Tools

Technical Stack
Python (scikit-learn, pandas, NLP, BeautifulSoup), R, SQL, SPSS, SAS
Power BI, Tableau, Metabase, Altair, Excel (Advanced)
GitHub, Jupyter, RapidMiner, API Automation
AWS Cloud, Data Lakes, ETL Pipelines, Agile DevOps

Strategic & Industry Acumen
OGSE & Public Sector Planning | Vendor Risk Profiling | Digital Product Strategy
UX/Workflow Mapping | Stakeholder Alignment | Government Data Modernization

🚀 Highlight Projects

NarrativeGPT: AI tool generating real-time narratives from unstructured OGSE data using NLP
Digital Intelligence Automation: Streamlined PETRONAS vendor analysis pipeline, improving turnaround by 70%
PADU & OpenDOSM Pipelines: Centralized government data platforms supporting multi-agency analytics
SAMURAI Dashboards: Real-time manpower planning visualizations used in state and federal planning
VRIMACPro Alerts: Predictive model flagging PN17 vendor risks via financial sentiment monitoring
SONIC 2.0: Workflow simulation engine improving transparency and strategic alignment
GoTrace Apps: GIS-based COVID-19 field monitoring solution used across districts
COI Matrix Tool: Audit visualization matrix for PETRONAS vendor relationship risks
Banci OGSE 2024: Strategic execution of nationwide data collection and analysis roadmap

🔗 Connect

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