Interpretable civic-intelligence system for predicting next-week rodent complaint surges across 177 NYC ZIP areas.

Turns official NYC 311 history into leakage-safe weekly features, XGBoost risk scores, SHAP explanations, and a geospatial command-center dashboard for inspection prioritization.

Live Demo · Source · PRD · Deployment

Python XGBoost SHAP Streamlit Plotly Pandas Vercel

Solar feasibility workspace for address-based rooftop and parcel planning.

Helps property owners and solar teams draw usable areas, compare layout strategies, and understand capacity, generation, savings, payback, and CO2 impact before a full site survey.

Live Demo · Source · Product Goals · Deployment

Next.js TypeScript FastAPI Leaflet Mapbox PVWatts Vercel

3D FPV drone builder for compatibility checks, performance estimates, and BOM exports.

Helps new builders, hobbyists, and student teams choose parts, visualize a quadcopter, catch unsafe combinations, compare mission tradeoffs, and export a build before buying hardware.

Live Demo · Source · PRD · Product Goals

Next.js TypeScript Three.js React Three Fiber Zustand Prisma Supabase Vercel

Global money-weather dashboard for explainable currency stress detection.

Combines FX movement, headline sentiment, and macro indicators into country-level stress signals with source quality, model diagnostics, and transparent no-trading-claims framing.

Live Product · Source · Architecture · Data

Next.js TypeScript FastAPI Python scikit-learn Frankfurter API World Bank API

Slack-native stakeholder intelligence layer for PM and TPM kickoff readiness.

Pressure-tests initiatives before kickoff using role-based agents, Jira and Confluence retrieval, evidence-labeled risks, suggested owners, unresolved questions, and a meeting agenda.

Source · Workflow · MVP · Run Locally

Python FastAPI Pydantic Slack Jira API Confluence API OpenAI API

MCP-native documentation clipper for AI coding workflows.

Turns noisy docs pages into clean, implementation-ready context packs through MCP tools, HTTP endpoints, a landing demo, and a lightweight Chrome extension wrapper.

Live Demo · MCP Endpoint · Clip API · Source

TypeScript Node.js MCP HTTP API Vercel Chrome Extension

Research simulation lab for adaptive SIS contagion on hypergraphs.

Interactive Streamlit lab with Monte Carlo sweeps, bistability proxies, empirical dataset tooling, IBMF comparison paths, and reproducible publication-style experiment artifacts.

Source · Model · Experiments · Model Spec

Python Streamlit NumPy Pandas Monte Carlo Hypergraph Modeling

Peer-to-peer microgrid simulation and distributed energy coordination platform.

HackDearborn-winning MVP exploring how homes, batteries, solar, and storage nodes could coordinate local supply, demand, and energy transfers through an agent-based simulation layer.

Source · Product Thesis · System Concept · Run Locally

Next.js React Python Flask Supabase Fetch.ai