Software built with NumPy

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        Manusify
        Manusify

        Hands-free scrolling using Python, OpenCV and MediaPipe: enabling touchless navigation through gesture control for improved accessibility, empowering users with mobility and dexterity limitations.

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        ARDA
        ARDA

        ARDA is a health data tracking web application which makes data flavorful and contextualizes it for amateurs - pushing the boundaries of the individual through positive reinforcement, whimsically.

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        IGNORE SUBMISSION
        IGNORE SUBMISSION

        hy

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        Connections AI
        Connections AI

        Recreated the famous NYT Connections Game but with an AI playing

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        Connections AI
        Connections AI

        Unlock the hidden connections between words with Connections AI—ML-powered solver that finds complex word puzzles using semantic analysis and clustering. Turn challenges into solutions

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        ATM Anomaly Fraud Detection
        ATM Anomaly Fraud Detection

        Real-time fraud detection through ATM transaction analysis

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        Push Battle Agent
        Push Battle Agent

        A simple game agent using heuristic evaluations and alpha-beta pruning for strategic decision-making in PushBattle.

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        Stratified Sampling & Clustering for Motor Health Monitoring
        Stratified Sampling & Clustering for Motor Health Monitoring

        We created a 2,500-point representative dataset from 500,000 motor health entries using normalization, sampling, and KMeans clustering, capturing key conditions for effective health monitoring.

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        Roni's Mac Bar Dashboard
        Roni's Mac Bar Dashboard

        This project is a Streamlit dashboard designed to analyze ingredient popularity and customer ordering trends at Roni's Mac Bar.

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        The Push Battle!
        The Push Battle!

        A strategic Push Battle agent leveraging the power of Q-learning, Minimax, and Monte Carlo Search to make calculated, adaptive moves—aiming to outsmart opponents and dominate the grid

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        SuperAgent
        SuperAgent

        We then looked at the rule set and discussed whether it should be like a generation or something like Stockfish. Something like Stockfish would be better after I went to the game and came back.

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        Baker Hugh's
        Baker Hugh's

        Data classification model for a uniform and density-based data set

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        Mr. Roni
        Mr. Roni

        Fueling Flavor with Data: Insight-Driven Decisions for Roni's Mac Bar

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        Baker Hughes Sampling Algorithm
        Baker Hughes Sampling Algorithm

        Two approaches to down sampling using a dataset clustered with a Gaussian Mixture Model.

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        Student-Engagement
        Student-Engagement

        Looking at student engagement in the classroom

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        QuantWise - Smarter Trades Through Data-Driven Backtesting
        QuantWise - Smarter Trades Through Data-Driven Backtesting

        QuantWise is a smart, data-driven backtesting tool allowing for seamless testing and optimization of trading strategies using a range of technical indicators and custom entry/exit conditions.

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        MoodMelody
        MoodMelody

        MoodMelody - Where AI Meets Music 🎵 Your personal AI that automatically plays the perfect music by reading your activity and mood. Your soundtrack adapts to your moment - no interruptions, just flow.

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        Lumina Data Assistant
        Lumina Data Assistant

        Unlock Insights with Intuitive Data Cleaning, Analysis, and Visualization

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        Moving Green
        Moving Green

        This is a system designed to view carbon emission data in the United States for carbon cautious families looking to move to areas with low CO2 emissions fitting their budget.

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        Motor Data Downsampling & Visualization
        Motor Data Downsampling & Visualization

        With large datasets, creating smaller yet still accurate data representations is essential. The following documentation outlines the process of preparing model training data for an electric motor.

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        WonderGaze - Plant Disease Detection System
        WonderGaze - Plant Disease Detection System

        An accessible plant disease detection system that uses leaf images to diagnose issues and provide solutions, empowering farmers and gardeners to protect their crops efficiently.

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        Lennar: Land Risk Score
        Lennar: Land Risk Score

        Get risk score for investing in a particular land by just giving the coordinates.

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        Draw It Right
        Draw It Right

        Focused on targeting younger youth, the tool encourages for creativity by allowing you to free draw using your fingers. Furthermore, each drawing is also being analyzed by a model.

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        DuoHando
        DuoHando

        A platform to learn sign language, enabling people to connect with the deaf community, break communication barriers, and foster inclusivity through meaningful, accessible interactions.

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