HUMIC

AI Project Incubator

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Apply to join our Fall 2025 projects here

Tap into your creative self with HUMIC's AI Project Incubator, a team-based initiative for gaining practical skills in AI application development.

No matter your interest, we will have a project for you: from GovTech to Bio, ClimateTech to EdTech we welcome an interdisciplinary group of builders!

Self-Learning Assistant

Our team is developing the Self-Learning Assistant, an AI-powered tool that helps learners navigate the overwhelming array of educational resources online by generating personalized learning roadmaps. The system is built on four integrated components orchestrated through CrewAI

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Speakify: Real-Time Language Processing in High Generality

Speakify is an ambitious project aimed at advancing real-time speech-to-text frameworks with customizable user interfaces. At its core, the project seeks to design a novel architecture for real-time natural language processing, extending beyond traditional translation tasks to create a generalizable foundation for cross-language communication.

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Renewable Energy Generation given Weather Patterns

This project aims to predict renewable energy output—specifically solar and wind power—by analyzing weather patterns such as temperature, wind speed, solar radiation, and cloud coverage. The system integrates short-term and long-term forecasting models to deliver accurate predictions that can support grid operators, policymakers, and companies in optimizing renewable energy integration and reducing reliance on fossil fuels.

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AI Word Processor

This project aims to develop and deploy a cross-platform word processor application featuring an intelligent AI chat interface. The application will enable users to engage in natural, conversational interactions powered by advanced, open-source language models. The primary goal is to provide real-time assistance, information retrieval, and task automation in an intuitive and user-friendly manner.

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Archived Projects

  • VeritasGPT
    A Harvard chatbot based on RAG pipeline
  • Fabulous Fables
    A generative AI children's storybook creator
  • MicroVision
    Zooming into the Invisible World (Cell Colony Analyzer)
  • Financial Machine Learning
    AI-powered financial advisor
  • And more!
    Find out our projects for this semester