Maxim Nawangwe

maxim@nawangwe.com+60172957417https://nawangwe.comKuala Lumpur, MY

AI Solutions Architect and technology leader with 10+ years in software engineering, specializing in the design and deployment of Agentic AI systems within enterprise environments. Experienced in architecting multi-agent orchestration workflows, context-aware automation, and tool-integrated AI solutions on cloud platforms. Led cross-functional teams across large-scale industrial transformation initiatives, delivering AI-driven systems that improved operational efficiency, decision automation, and engineering productivity. Focused on applied AI architecture, agent orchestration, and enterprise adoption strategy.

Experience

Senior Software Engineer, Technical Lead, Solutions Architect & Emerging Technology Lead · Petronas
2020-11 – Present
  • Architected and deployed enterprise-scale Agentic AI systems across engineering functions, implementing multi-agent orchestration workflows that automated complex decision processes and reduced manual analysis cycles across operational teams.
  • Established an AI-driven engineering operating model adopted across multiple software teams, standardizing orchestration patterns and internal tooling to improve development velocity and AI integration consistency.
  • Led a cross-departmental HSE (Health, Safety & Environment) AI initiative, delivering a context-aware knowledge system that improved frontline workforce access to critical safety information and reduced knowledge retrieval time.
  • Designed and implemented a real-time hazard detection platform on Azure (Functions, Event Grid, IoT Hub) integrating multimodal AI models, achieving sub-2-second inference latency and ~80% detection accuracy across five industrial deployment scenarios.
  • Developed an internal AI-powered costing advisor for enterprise solution teams, reducing cost estimation turnaround from ~2 weeks to under 1 hour, significantly accelerating proposal development and architectural planning cycles.
  • Drove digital transformation in offshore logistics (STEAR) by implementing intelligent demand forecasting and auto-scheduling agents, improving vessel utilization and cross-asset resource coordination.
  • Led cross-organizational delivery teams of 20+ engineers and external vendors (EY, ST) in architecting and delivering enterprise platforms supporting intelligent billing and well testing.
  • Spearheaded the Emerging Technologies Hub, piloting AI + spatial computing prototypes that informed enterprise innovation roadmaps and accelerated experimentation-to-production cycles.
Senior Associate Software Engineer · Astro, Measat Broadcast Network Systems
2017-09 – 2020-11
  • Engineered core Android and web player components serving high-volume consumer platforms, contributing to improved playback stability and reduced crash rates in production environments.
  • Co-developed a configuration management platform adopted across 5+ production systems, reducing environment-related deployment issues and improving release efficiency.
  • Collaborated with cross-functional and vendor teams to resolve SDK integration issues, enhancing application reliability and optimizing runtime performance.
Software Engineer · Crave Asia Sdn Bhd
2016-06 – 2017-09
  • Engineered Unity3D-based interactive ad solutions integrating Leap Motion, Kinect, and ultrasonic sensors, driving innovative virtual theme park environments that enhanced engagement for B2B client campaigns.
Software Engineer, Mobile · Centre for Content Creation
2013-10 – 2015-11
  • Spearheaded end-to-end development of Limkokwing University's official Android app, driving 20K+ downloads and securing a 4.5+ star user rating.

Education

Limkokwing University of Creative TechnologyBachelor, Software Engineering with Multimedia
2010-06 – 2013-06

Skills

Technical Leadership
Solution Architecture
Systems Design
Generative AI
LangGraph/LangChain
Agentic Orchestration
Azure & AWS Cloud
Web Design & Development
Mixed Reality
Scrum & Agile
DevSecOps
Systems Automation

Projects

NuraSense

Designed and built an AI-driven personalized meditation platform integrating voice cloning and multi-agent orchestration workflows. Developed using Next.js, Python, LangChain, and Docker, with a sandboxed orchestration layer enabling structured human–AI interaction.

Maxim Nawangwe