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MLP

Projects

Documented engineering work.

We publish projects as honest engineering writeups: the problem, the constraints, the decisions, and what went wrong along the way. The first writeups are in progress; this is the format they'll follow.

In-house builds

Mimi

In progress

An AI assistant built into a personal life dashboard: surfaces email, calendar, and task briefings, and proposes actions (like draft replies) that only ever go out with explicit user approval.

An AI assistant built into a personal life dashboard: surfaces email, calendar, and task briefings, and proposes actions (like draft replies) that only ever go out with explicit user approval.

Commits
81 commits
Lines changed
+48,125 5,326
Active dates
2026-06-212026-07-25
Engineering & Product DevelopmentResearch & Development
  • CharmanderV123, Founding Engineer

Holographic Design Interface (HDI)

Paused

A gesture-tracking glove aimed at replacing mouse-and-keyboard CAD with natural hand movement, eventually paired with AR/holographic visualization.

A gesture-tracking glove aimed at replacing mouse-and-keyboard CAD with natural hand movement, eventually paired with AR/holographic visualization.

Commits
8 commits
Lines changed
+8,679 637
Active dates
2025-09-082025-09-08
View repository
Engineering & Product DevelopmentResearch & DevelopmentRoboticsManufacturing ServicesSTEM Education
  • CharmanderV123, Founding EngineerStretched thin elsewhere at MLP; remains affiliated with the project.
  • Ishaan Takrani, Software Lead
  • Jimmy Yao, Contributor

MLP AI Organization

In progress

An AI-agent org chart mirroring MLP's actual departments: the Founder hands a task to a CEO agent, which delegates through chiefs, directors, leads, and specialists, each scoped to its own domain.

An AI-agent org chart mirroring MLP's actual departments: the Founder hands a task to a CEO agent, which delegates through chiefs, directors, leads, and specialists, each scoped to its own domain.

Engineering & Product DevelopmentResearch & Development
  • CharmanderV123, Founding Engineer

Case study format

  1. 00

    Problem

    What the customer needed and why existing options failed.

  2. 00

    Constraints

    Budget, timeline, loads, environment, regulations.

  3. 00

    Engineering decisions

    Material, process, and design choices, with the reasoning.

  4. 00

    Manufacturing process

    How it was actually made, including what we'd change.

  5. 00

    Challenges

    What went wrong and how it was resolved. There is always something.

  6. 00

    Result

    What shipped, measured against the original requirement.

Working on something documentable?

If your project can be published, even partially, we offer that as an option during engagement. Documentation benefits both sides: you get a rigorous engineering record; future customers get proof of process.

Next step

Have a project in mind?

Send us your files or your idea. Every request gets an engineering review and a response within 1 business day.