A showcase of our student-built solutions — past and present. Filter by quarter, explore by type, and dive into the real work that defines ACM Industry.
Click a project card to view more details below.
AI-driven platform for forecasting transactions, detecting anomalies, and uncovering hidden financial patterns.
Spring 2025
FeaturedMachine learning models to forecast rental income and equity growth using custom real estate data pipelines in one clean dashboard.
Spring 2025
A modern Python library for generating and manipulating Stochastic Information Packets (SIPs), with LLM-powered features and a demo dashboard.
Spring 2025
A showcase of the projects we've built — what they are, who built them, and why they matter.
An AI-powered analytics platform that detects financial anomalies, forecasts transactions, and highlights hidden correlations in uploaded data. It features two custom machine learning models: an unsupervised anomaly detection model trained on hundreds of thousands of synthetic transactions, and an XGBoost model for short-term transaction forecasting. The platform includes user authentication, dynamic visualizations, and clean data upload workflows, powered by a modern stack of Next.js, Flask, and Supabase.
Whether you're a student ready to build or a company ready to collaborate — let's make it happen.