CanvasGPT
Create a safe, Course-Specific AI tutor in minutes
Difficulty: Intermediate
Tech Stack:
Python, FastAPI, Hugging Face, LlamaIndex, Chroma, React, Canvas LTI
ContentAI
An AI-powered, full-stack system that autonomously ideates, creates, and posts engaging content on Instagram daily.
Difficulty: Advanced
Tech Stack:
CrewAI/Autogen, LlamaIndex, Instagram Graph API, FastAPI, ReactJs
Gator Course Advisor
Gator Course Advisor uses AI to find the perfect UF electives tailored just for you.
Difficulty: Intermediate
Tech Stack:
Python, Pandas, SkLearn, Surprise, Streamlit/Flask
Quant Lab
A platform to test trading strategies on past data with an ML model suggesting improvements.
Difficulty: Intermediate
Tech Stack:
Python, Pandas, NumPy, APIs (Yahoo Finance, Quandl), Matplotlib, SkLearn, SQL
Keyframe
AI-powered video generator to create entertaining videos of your liking.
Difficulty: Intermediate
Tech Stack:
HTML + CSS, Python, MoviePy, DeepSeek/OpenAI, Suno/Aiva, ElevenLabs
AI-Assisted Roblox Game Development Lab
Use AI tools to help build a playable Roblox game
Difficulty: Beginner
Tech Stack:
Python, Pandas, SkLearn, Surprise, Streamlit/Flask
Cryptocurrency Fraud Detection
Train an AI model to detect front running attempts
Difficulty: Beginner/Hard
Tech Stack:
Tensorflow, MongoDB, Websocket
Market Risk Identification
Identify clusters of risk in financial markets through unsupervised ML
Difficulty: Intermediate
Tech Stack:
Python, PyTorch, SkLearn, Pandas, Matplotlib, BeautifulSoup, Requests, APIs
Study Buddy (SAT Prep)
Study platform using adaptive learning and AI to deliver personalized flashcards, quizzes, and progress tracking.
Difficulty: Intermediate
Tech Stack:
HTML + CSS, Node.js + Express, Render, React, MongoDB, OpenAI
HuntingParty.ai
AI powered financial modeling solution for commercial real estate investors
Difficulty: Advanced
Tech Stack:
Python, Streamlit, PyTorch, TensorFlow, Pandas, NumPy, OpenAI, SkLearn, APIs
Theory of Mind Simulator
AI powered prisoner's dilemma simulation
Difficulty: Advanced
Tech Stack:
Python, Streamlit, PyTorch, TensorFlow, OpenAI
SafeTrip IQ
AI powered travel safety advisor
Difficulty: Intermediate
Tech Stack:
Python, Javascript, HF Transformers, XGBoost, FastAPI, Selenium, Docker, MLflow