AI Innovation Leader · Malaysia
Ahnaf Thaqeef
Enterprise AI · RAG Systems · Document Intelligence · Supply Chain
Enterprise AI practitioner who designs, builds, and ships production-grade AI systems — RAG pipelines, LLM copilots, document intelligence tools, and analytics platforms. Independently delivered 16+ live AI applications. Translates complex AI into measurable business outcomes.
16+
AI Apps Shipped
MYR 500k+
Measurable Business Impact
3+
Live SaaS Products
4+
Years with AI
Professional Summary
Building AI that delivers measurable outcomes
Based in Malaysia, I operate at the intersection of enterprise operations and applied AI. My day job is Supply Chain at Nestlé — where I design and deploy AI systems that reduce costs, automate workflows, and generate analytics that inform leadership decisions. Outside of that, I independently ship AI applications that demonstrate what's possible when AI thinking meets product execution.
I don't just build demos. Every project I ship is live, publicly accessible, and built to production standard — running on lean cloud infrastructure, with real AI capabilities that solve real problems.
Work Experience
Enterprise impact delivered
Nestlé Malaysia
Transport Hub (THUB) Specialist — Supply Chain
dispute cost avoidance — designed & deployed AI + telematics POC for 3PL fleet management, integrated AI dashcam evidence into dispute workflows
pipeline automation completion — authored 120+ user stories and ACs for ERP-to-freight automation (SAP TM integration)
active system usage in 3 months — engineered automated Fleet Safety Inspection reporting (Power BI + Power Automate)
surcharge reduction — delivered stakeholder analytics and negotiated data-driven routing changes to reduce Singapore surcharge exposure by ~50%
real-time OTC/OTD visibility via Power BI analytics platform — replaced manual weekly reporting across all 3PL relationships
Nestlé Malaysia
First Line Manager — Shah Alam Complex
operational savings — spearheaded AI-driven DMO: digital dashboards, automated OPLs, leadership analytics; unplanned stoppages reduced to 5.3%
process adoption in 2 months — structured training, runbooks, and change management across the production floor
MES capability map designed — architecture documentation adopted as production deployment blueprint
Biocon Biologics
Production Associate — Drug Substance
cost reduction per batch — implemented chemical preparation scheduling optimisation
MES interface test cases designed for SAP-to-MES integration in regulated pharmaceutical environment (Honeywell)
regulatory audit readiness — led deviation investigations and CAPA implementation
AI Portfolio
Built & live in production
Every project is publicly accessible. No concept decks — working software.
FinAI Intel
FLAGSHIPEnterprise financial intelligence suite — 6 AI tools built for finance teams and credit analysts. Purpose-built with CTOS/CCRIS domain knowledge.
AI Resume Builder
LIVEATS-optimised resume tailoring with streaming AI. Job description analysis, PDF/DOCX parsing, match scoring, and cover letter generation. Multi-step orchestration pipeline.
AcaraHQ
LIVEEnterprise event management SaaS. Multi-role auth (admin / organiser / attendee), event builder, registration workflows, attendee analytics, and Row Level Security.
Halal Scanner
LIVEScan product ingredients against halal criteria. Instant AI verdict with detailed ingredient breakdown and compliance classification.
Technical Skills
What I work with
AI & LLM
Full-Stack Dev
Cloud & Infra
Data
Enterprise
Tools
Education
University Malaya (UM)
Oct 2022Bachelor of Chemical Engineering
CGPA 3.16 / 4.00 · Second Class Upper · Dean's Honours List
University Malaya (UM)
May 2017Foundation in Physical Sciences
CGPA 4.00 / 4.00 · First Class
Certifications
ISO 9001, 14001 & 45001 Internal Auditor
May 2025Meta Minds International
Graduate Engineer
Feb 2023Board of Engineers Malaysia
Six Sigma Yellow Belt
Jun 20236sigmastudy
Community & Events
AI events I've attended & competed in
Conferences & Summits
Microsoft AI Tour KL 2025
Microsoft · MITEC, Kuala Lumpur
World AI Show Malaysia 2025
Trescon + MDEC · DoubleTree Hilton, KL
MDX Summit 2025
MDEC · Kuala Lumpur
Malaysia AI Summit (AI Summit KL)
MDEC · Kuala Lumpur
Malaysian AI Nexus (MAIN) Conference
MAIC / MOSTI · KLCC, KL
Malaysia Tech Week
MDEC · Kuala Lumpur
AWS Summit Kuala Lumpur
Amazon Web Services · Kuala Lumpur
Google Cloud Summit KL
Google Cloud · Kuala Lumpur
Microsoft AI Tour KL
Microsoft · Kuala Lumpur
World AI Show & Awards KL
Trescon · Kuala Lumpur
Hackathons & Competitions
lablab.ai RAISE your HACK 2025
lablab.ai · Online
lablab.ai AI Genesis Hackathon
lablab.ai · Online
GenAI Hackathon 2024
AI Society Malaysia + Google Cloud · Online / KL Finale
CIMB 3D ASEAN Hackathon
CIMB Group · Kuala Lumpur
lablab.ai AI Hackathons
lablab.ai · Online
AI Hackathon — Skool Community
Sambrina Romanov · Online
Get In Touch
Ready to build?
Looking for an AI innovation leader who ships real products — not just decks. Let's talk.