ENGINEERING LEADERSHIP · DELIVERY SYSTEMS · APPLIED AI
Practical ideas for leading teams and building software in the AI-native era.
I’m Mahfuzul Haque—a Melbourne-based engineering leader and builder with a PhD in applied machine learning. I share field-tested ideas on engineering leadership, software delivery and practical AI—and turn them into useful products and tools.
20+ years in engineering
Engineering leader
PhD in applied machine learning
Open-source builder
START HERE
Engineering Leadership Reading Collection
Engineering leadership is not one skill. Explore 30+ published articles on the connected practices behind building thriving technology teams.
WHAT I’M BUILDING
From ideas to working systems
OPEN SOURCE · ACTIVE
TeamBeacon
A local-first intelligence layer that turns scattered delivery data into clear engineering-management and leadership signals.
PERSONAL SYSTEM · EVOLVING
SecondBrain
A personal operating system that turns goals, notes, lived stories and ideas into useful action, writing and products.
OPEN SOURCE · EVOLVING
PodPulse
Outcome-led portfolio intelligence for leaders running strategic delivery reviews across initiatives, milestones, risks and evidence.
LATEST WRITING
Recent ideas and field notes
ABOUT MAHFUZUL
Engineer. Researcher. Leader. Builder.
I have spent more than two decades working across software engineering, applied machine learning, architecture, product delivery and engineering leadership. My work now focuses on helping teams combine human judgement, reliable systems and practical AI to deliver better outcomes.
Follow the work
I publish practical notes on LinkedIn, longer essays here, and working software on GitHub.