Masli - Co-Founder & Technical Director Active

Masli Yahaya

Co-Founder & Technical Director / CTO

Currently: Architecting detached systems · 14 systems live in production · Designing token-efficient routing · Latest thinking on sovereign AI · Currently: Architecting detached systems · 14 systems live in production · Designing token-efficient routing · Latest thinking on sovereign AI · 

30+ years across engineering, enterprise IT, automation and systems development, now leading the technical architecture behind AINNA NeuralOps.

Masli's career spans mechanical and product engineering, MEMS development, enterprise IT infrastructure, open-source systems, automation and AI infrastructure. At AINNA, that experience converges into an architecture designed to make AI deployment more controlled, efficient and practical for real operations.

Systems Engineering · AI Infrastructure · NeuralOps Architecture · Automation

View NeuralOps Discuss AI Infrastructure
📍 Ayer Keroh, Melaka 🔗 LinkedIn
30+
Years Engineering & Systems Experience
2019
AINNA Technology Leadership
14
Production Detached Systems*
7
Model Orchestration Stack*

*AINNA platform-level operating metrics, not personal achievements. Verified against the central investor facts registry.

What Masli Owns

NeuralOps Architecture

Architecture strategy for segmentation, routing, model usage, deterministic execution and system integration.

Primary focus

AI Infrastructure

Private/local inference architecture, secure connectivity and controlled deployment.

Primary focus

Detached Systems

Transforming repeatable AI-assisted workflows into predictable software systems.

Active development

Systems Engineering

Designing the relationship between models, software, databases, infrastructure and operational workflows.

Continuous

Technical Strategy

Determining where advanced AI adds value and where simpler software should perform the task instead.

Continuous

Technical Due Diligence

Benchmarking, architecture documentation, deployment evidence and technical risk evaluation.

On demand

Selected Thinking

The Choice Is Ours: Sexy AI Today or a Better Future Tomorrow?
August 28, 2026
👁 144 ❤️ 40
The Choice Is Ours: Sexy AI Today or a Better Future Tomorrow?
We cut token usage by up to 90% by stopping AI from doing work that normal software can already handle better. It may not look sexy, but putting an…
Article by Masli YahayaRead more
NeuralOps: Less Compute, Less Water, Better ESG
August 25, 2026 ▶ YouTube
👁 138 ❤️ 42
NeuralOps: Less Compute, Less Water, Better ESG
""Modern hyperscale AI data centers can consume millions of gallons of water every day for cooling, especially in hot climates.""Sebenarnya kalau…
Article by Masli YahayaRead more
Building the Foundation for Cross-Border AI Infrastructure
August 25, 2026
👁 154 ❤️ 44
Building the Foundation for Cross-Border AI Infrastructure
With or without assist from any relevant party, we still continue build our foundation for cross border.Kami memang tak malu pitch sana sini. Most…
Article by Masli YahayaRead more

View all insights →

Professional Journey

1994–1997

Engineering Foundation

1997–2006

Product, Mechanical & MEMS Engineering

2006–2014

IT Infrastructure & Systems

2014–2019

Digital Infrastructure

2019–Present

AINNA & NeuralOps

View Full Career Timeline
2019 - Present
Technical Director / CTO
AINNA Store | Melaka, Malaysia
Leading technical strategy, AI automation, and cross-border e-commerce systems. Building relationships with customers, vendors, and distributors. Identifying new business opportunities and emerging market trends.
2014 - 2019
Social Media Manager
International College of Yayasan Melaka (ICYM)
Championing social media tools and technologies. IT infrastructure development including LAMP, KOHA, Zimbra, pfSense. Web application development (PHP + Perl + MySQL). Google Apps Email System.
2008 - 2014
IT Manager
Allianze University College of Medical Sciences | Penang
IT System/Network/Web Portal Developer and Integrator. Open Source System Development (LAMP, pfSense, Zimbra). Web Application Development. E-Library systems. Google Apps Email System.
2007 - 2008
Technical Manager
QMEMS Sdn Bhd
IC Package design using SolidWorks and CosmoWorks. Test software development with Visual Basic and LabView. MEMS IC test system automation. Network administration and web application development.
2006 - 2007
MEMS Design Engineer
Quantum Matrix Sdn Bhd
Product design and test software development. MEMS IC test system automation. Network and mail server administration. Web portal development.
2003 - 2006
Product Design Engineer
Simyxta Microelectronics | Penang
MEMS IC package design and development. Test software with hardware control (I2C protocol, Agilent 3499C, Druck pressure controller). Cisco Firewall PIX 560 administration.
2002 - 2003
Mechanical Design Engineer
COB Sg Petani | Kedah
Medical product design using AutoCAD, SolidWorks, Pro/ENGINEERING. Metal, plastic, and poly foam tooling development.
1997 - 2002
Product Design Engineer
ATL Electronic
Product design and development using AutoCAD, SolidWorks, Pro/ENGINEERING. Extensive experience in metal, plastic, and polyfoam tooling.
1997 - 1997
Maintenance Shift Leader
Novotel
Led the maintenance shift team for a hospitality property, overseeing preventive and reactive upkeep across guest rooms, public areas, and building systems. Ensured smooth shift handovers and minimal operational downtime.
1994 - 1996
Highway Maintenance Supervisor
Propel
Supervised highway maintenance operations and roadwork crews, ensuring safety compliance, work quality, and project schedules. Coordinated field teams to keep road infrastructure in reliable condition.

Education

1995
Certificate of Competency Marine Engineer Officer Class IV (Foreign Going)
Jabatan Laut Malaysia | Malaysia
Officer in Charge of Engineering Watch · Unlimited Trade Voyage (Reg. III/1)
1994
Diploma in Engineering (Marine)
Ungku Omar Polytechnic | Malaysia
Grade A / 1st Class
1989
Mechanical Engineering
Sek Men Teknik Ipoh | Malaysia
Grade A / 1st Class

Technical Expertise

Core StackDaily drivers
SolidWorks
MySQL
PHP
Linux
AutoCAD
Pro/ENGINEER
pfSense
Systems & InfrastructureOperational depth
Mechanical Desktop
LabView
Cisco Routers
Visual Basic
Joomla CMS
LAMP Stack
WHM
Specializations & EmergingFrontier work
MEMS Design
IT System Integration
Web Development
Network Administration
R&D
Automation
Agent AI
LLM Model
vLLM
Agentic AI

Beyond Technology

50+
Countries
World explorer with extensive travel experience across continents
30+
Mountains
Avid hiker with 100+ climbs (including multiple ascents of some peaks)
100+
Climbs
Personal outdoor experience retained as secondary context.
Masli Yahaya - profile photo

Masli Yahaya

Technical Director @ AINNA | CTO

30+ years across engineering, enterprise IT, automation and systems development, now leading the technical architecture behind AINNA NeuralOps.

Ayer Keroh, Melaka LinkedIn
Open Article Archive View Profile