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Notes from projects I have built, systems I have debugged, and ideas I am still trying to make practical. · 21 posts

Oni: a journaling companion that remembers

Oni: a journaling companion that remembers

Asynchronous, memory-aware journaling over SMS and WhatsApp. The product is the follow-up, not the log.

AI
Journaling
Memory
Product
ADAS & Machine Perception

ADAS & Machine Perception

Notes on why perception systems fail in ordinary bad conditions, and why sensor fusion is mostly a trust problem.

Robotics
Sensor Fusion
Machine Perception
Academic Daily: Turning Research into Routine

Academic Daily: Turning Research into Routine

A daily research digest that turns paper feeds into short audio briefings so keeping up does not become another inbox.

AI
Research
Podcast
Automation
The Automated Applier

The Automated Applier

A career automation workflow that parses roles, drafts tailored materials, and keeps the human in the final decision.

AI
Automation
Job Search
Career
3DGS: Mapping the Real World

3DGS: Mapping the Real World

A practical look at using Gaussian splats and GIS together so visual reconstructions can support inspection work.

3D
Computer Vision
GIS
Reconstruction

Leading Medical Device Programs: From R&D to Clinical Trials

Lessons on leading medical device programs from early R&D through clinical trials, regulatory alignment, and cross-functional coordination.

Medical Devices
Program Management
Clinical Trials
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