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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

Volta AI: Learning Energy Patterns

Volta AI: Learning Energy Patterns

A prototype for learning household energy habits and nudging loads before the expensive parts of the day.

AI
Energy
IoT
Optimization
Camera Coach: Vision-Guided Feedback Systems

Camera Coach: Vision-Guided Feedback Systems

A vision-feedback prototype that watches posture, framing, and delivery, then gives users concrete coaching signals.

Computer Vision
Feedback
Learning
AI
Designing a Memory Layer

Designing a Memory Layer

A sketch for persistent AI memory: what should be remembered, what should expire, and who gets to decide.

AI
Memory
Architecture
Philosophy
Gramable: The API for Social Content

Gramable: The API for Social Content

An API idea for turning social posts into structured objects that travel, cooking, and learning apps can actually use.

API
Social Media
Content
Monetization
Comparing SLAM Algorithms for Mobile Robots

Comparing SLAM Algorithms for Mobile Robots

A comprehensive comparison of popular SLAM algorithms and their applications in mobile robotics.

SLAM
Robotics
Navigation
Understanding SLAM Algorithms in Mobile Robotics

Understanding SLAM Algorithms in Mobile Robotics

A deep dive into Simultaneous Localization and Mapping techniques used in autonomous navigation systems.

Robotics
SLAM
Navigation
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