AI Project Incubator
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, Finance to EdTech we welcome an interdisciplinary group of builders!
Deadline has passed for Spring 2025, please apply next semester.
LegisLoom
Want to improve government? Don’t even know the name of your local state representative? LegisLoom is an AI tool that simplifies how people search for and understand legislative bills. Using cutting-edge AI and NLP, it allows users to easily find relevant bills based on keyword searches or ideas. It also generates clear, concise summaries of complex laws, making it perfect for students, legal professionals, or anyone curious about policy. This semester-long project will take you through building a real-world app that has a lasting impact on civic engagement.
MicroVision: Zooming into the Invisible World (Cell Colony Analyzer)
Develop a computer vision system to automatically count and analyze bacterial or cell colonies in petri dishes. This project would involve creating an algorithm to detect individual colonies, count them, measure their size and shape, and track growth over time.
Financial Machine Learning
Create an AI-powered financial advisor that predicts stock trends and provides insights into market movements! This project involves developing a machine learning model to analyze financial data (think stock prices, options, and more), spot trends, forecast prices, and help users make informed decisions based on real-time market behavior. You’ll bring together Python programming, data manipulation, and cutting-edge algorithms to make finance accessible, intuitive, and automated!
Self-Learning Assistant
Have you ever wanted to dive into a new field purely out of curiosity, but felt overwhelmed by the sheer volume of resources available online? With countless platforms like YouTube, EdX, Medium, and more offering quality content in various forms, figuring out where to start can feel like a daunting task. The Self-learning assistant builds a structured and efficient learning path tailored to your interests, experience, and timeline.
Archived Projects
- VeritasGPT
A Harvard chatbot based on RAG pipeline - Fabulous Fables
A generative AI children's storybook creator - Pokédex
A Pokemon-like wild bird classifier using CNNs - PlanCrimson
AI-powered course suggestions for Harvard students - And more!
Find out our projects for this semester