Welcome
Through My Lens
Director & Chief Architect, Trust & Safety at Intuit.
Writing about software architecture, astrophotography, and the craft of making things with intention.
Recognition
Notable Achievements
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Areas of Focus
Software Architecture
Systems design, innovation frameworks, and engineering leadership.
✦Astrophotography
Deep-sky imaging, telescope setups, and chasing the cosmos.
◉Photography
Landscape, drone, and architectural photography from around the world.
◈Culinary Arts
Recipes, techniques, and the art of cooking with purpose.
Latest
Recent Writing
Introduction to Design Thinking – Part 4
The Prototype stage is about proving assumptions by creating low-fidelity models of promising solutions for testing and user feedback.
Introduction to Design Thinking – Part 3
The Ideate stage of design thinking is where creative energy flows, generating diverse and innovative solutions to the defined problem.
Introduction to Design Thinking - Part 2
The Define stage is about framing the problem clearly using insights from the Empathize stage to create a focused problem statement.
Introduction to Design Thinking - Part 1
Are you looking to take your problem-solving skills to the next level and deliver innovative solutions that not only work well, but also delight your users? Are you looking for ways to increase your s
From Decision Trees to Rule-Based Systems: A Machine Learning Prototype
Exploring how decision trees, one of the most interpretable ML models, can be used to auto-generate human-readable rules for fraud detection.
Visual
From the Gallery
Project
Stacking Starlight
An interactive guide to deep-space astrophotography. Explore how telescopes, mounts, plate solving, autoguiding, noise, calibration, and stacking work — through hands-on simulations.
