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AI Slop Detector extension preview
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AI Slop Detector

β—† 1900 Gold
+ JavaScript
+ Chrome Extension API
+ Local heuristic scoring
Passive β€” Slop Score

Chrome extension produced from research-based heuristics indicating what makes a UI read as AI-generated. The scoring algorithm that runs entirely in-browser, with no external APIs involved.

Data Center Impact map preview
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Data Center Impact

β—† 2700 Gold
+ React + Vite
+ FastAPI backend
+ Mapbox GL
Unique Passive β€” Impact Modeling

Full-stack dashboard built on a FastAPI backend serving a dataset of global data center facilities enriched with computed environmental and economic impact metrics. The frontend renders each facility on an interactive Mapbox GL map, with per-facility carbon, water, and electricity breakdowns on click.

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Gov Spending Anomalies

β—† 2100 Gold
+ Python
+ React.js + D3.js
+ USASpending API
Passive β€” Anomaly Scan

Interactive dashboard over federal contract data to identify and visualize anomalous spending patterns across agencies.

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Market Sentiment Analyzer

β—† 2600 Gold
+ Python
+ FinBERT + VADER
+ Streamlit
Unique Passive β€” Signal Generation

Scrapes financial news, applies ensemble sentiment analysis to generate BUY/SELL/HOLD signals, backtested against the S&P 500.

EcoValuate app preview
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EcoValuate

β—† 2400 Gold
+ React frontend
+ Flask API
+ 15-yr cost modeling
Unique Passive β€” Eco-Score

Web app built on 15-year cost modeling that estimates a property's carbon footprint and renovation cost tradeoffs. The output is a budget-aware eco-score (0–100) and renovation roadmap for any US address.

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Allergen Alert

β—† 3200 Gold
+ React Native + Expo
+ Gemini API vision
+ MongoDB
Unique Active β€” Scan Menu

iOS/Android app using computer vision to flag allergens from menu images, with recommended actions based on user profiles.

CareBinder app preview
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CareBinder

β—† 1800 Gold
+ JavaScript
+ Clean accessible UI
Passive β€” Record Keeper

Web app to organize and manage personal health records with a clean, accessible interface.

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Security Camera

β—† 1600 Gold
+ Python + Flask
+ Raspberry Pi + OpenCV
Passive β€” Motion Watch

Real-time motion detection via Pi Camera and audio transcription using Google Speech Recognition, streamed through a web interface.