[ Projects ]

Real work. Mixed teams.Impactful Outcomes.

AIM projects are deliberately cross-disciplinary. Every team requires perspectives that technical members alone cannot provide. If you have domain knowledge, technical skills, research experience, writing ability, design instincts, or even curiosity and an entrepreneurial spirit, then you have something a project team needs!

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AIM Flow

Free, open-source, fully local speech-to-text for macOS, Windows, and Linux. Press a hotkey, speak, and your text is instantly transcribed and pasted into any field.

Runs in your menu bar or system tray with real-time transcription using local Whisper, plus optional wake-word routing and meeting summaries powered by local models.

Built by leaders of AIM for fast, private, and seamless voice-to-text.

PythonOpenAI WhisperPyAudioOllama
AIM Flow

Coal plants across the U.S. are shutting down, but their infrastructure can be reused. DOE research suggests ~80% of these sites are viable for advanced nuclear, while Massachusetts targets 10 GW of new clean energy and AI drives demand for constant power.

Coal2Core uses ML to evaluate retired coal sites for small nuclear reactors, mapping costs, CO₂ savings, and data center capacity.

It's a practical way to turn existing infrastructure into clean, reliable energy.

Next.jsPythonMachine LearningMapboxTailwind
Coal2Core

AIM Flow

Free, open-source, fully local speech-to-text for macOS, Windows, and Linux. Press a hotkey, speak, and your text is instantly transcribed and pasted into any field.

Runs in your menu bar or system tray with real-time transcription using local Whisper, plus optional wake-word routing and meeting summaries powered by local models.

Built by leaders of AIM for fast, private, and seamless voice-to-text.

PythonOpenAI WhisperPyAudioOllama
AIM Flow

Coal plants across the U.S. are shutting down, but their infrastructure can be reused. DOE research suggests ~80% of these sites are viable for advanced nuclear, while Massachusetts targets 10 GW of new clean energy and AI drives demand for constant power.

Coal2Core uses ML to evaluate retired coal sites for small nuclear reactors, mapping costs, CO₂ savings, and data center capacity.

It's a practical way to turn existing infrastructure into clean, reliable energy.

Next.jsPythonMachine LearningMapboxTailwind
Coal2Core
[ Start Your Own Project ]

Have an idea? Recruit a team of at least two people and pitch it at a weekly meeting.

We help scope the work, find additional members, and connect you with resources.