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Polygence's student projects span across STEM, humanities, and the arts. Final projects include research papers, websites, podcasts, and much more.

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What is the probability of a male tennis player winning the US Open?

What is the probability of a male tennis player winning the US Open?

Krithin's Project

How Can Art and Design Based Approaches Synthesize with Technical Solutions to Support a Regenerative Conservation of Tropical Rainforests?

How Can Art and Design Based Approaches Synthesize with Technical Solutions to Support a Regenerative Conservation of Tropical Rainforests?

Olivia's Project

Predicting Excess Bond Returns using Neural Networks

Predicting Excess Bond Returns using Neural Networks

Anjali's Project

Improving PER (Player Efficiency Rating) in Basketball through Machine Learning

Improving PER (Player Efficiency Rating) in Basketball through Machine Learning

Raghav's Project

Using Machine Learning to Classify News Articles

Using Machine Learning to Classify News Articles

Aarav's Project

How Efficient are the CDR, MMSE, nWBV, and eTIV Values when Diagnosing a Patient with Dementia?

How Efficient are the CDR, MMSE, nWBV, and eTIV Values when Diagnosing a Patient with Dementia?

Sindhu's Project

QPy - A Quantum Circuit Simulator using Python

QPy - A Quantum Circuit Simulator using Python

Anoushka's Project

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Studying Death Rates Caused by Air Pollution

Studying Death Rates Caused by Air Pollution

Arnav's Project

How can self-driving technology be improved upon to make sure it can be safer for people to use?

How can self-driving technology be improved upon to make sure it can be safer for people to use?

Rithvik's Project

Ideonella - The plastic eating robot

Ideonella - The plastic eating robot

Jahnavi's Project

Comparison of Classification Regions for AI Geolocation

Comparison of Classification Regions for AI Geolocation

Ishan's Project

artwork of a star emitting a beam of light in a cloud of green gas

Random Forest Identification of Pulsars

Ankhita's Project

A Machine Learning Approach for Identifying Favorable Sites for Renewable Energy Installations

A Machine Learning Approach for Identifying Favorable Sites for Renewable Energy Installations

Phoenix's Project

Comparing Ways of Producing an Audio Signal with Electronics

Comparing Ways of Producing an Audio Signal with Electronics

Sophia's Project

Detection of Similar Melodies by Repurposing Algorithms for Sequence Alignment and String Searching

Detection of Similar Melodies by Repurposing Algorithms for Sequence Alignment and String Searching

Vihaan's Project

Developing and Simulating a Novel Radon Gas Leak Pinpointing Ackermann Drive Robot Using OpenMC, Geiger Counters, and ROS

Developing and Simulating a Novel Radon Gas Leak Pinpointing Ackermann Drive Robot Using OpenMC, Geiger Counters, and ROS

Duolingo App for Java

Duolingo App for Java

Joseph's Project

A Comparative Analysis of Generative Models for Terrain Generation in Open-World Video Games

A Comparative Analysis of Generative Models for Terrain Generation in Open-World Video Games

Ishaan's Project

ASSESSING NEUTRON DAMAGE IN FUSION REACTORS: A STUDY OF DISPLACEMENTS PER ATOM

ASSESSING NEUTRON DAMAGE IN FUSION REACTORS: A STUDY OF DISPLACEMENTS PER ATOM

Threats Detection in Aerial Objects: A Machine Learning Approach

Threats Detection in Aerial Objects: A Machine Learning Approach

Varnika's Project

Ready to start your own project?

Work 1 on 1 with an expert mentor on a project built around your passions.

Virtual Rocket Launch Computer Science Portfolio Review Paper on Quantum Algorithms Web App that Gamifies Algorithm Learning Random Forest Identification of Pulsars Statistical Model for Identifying Unclear and Doubtfully Restored Signs of the Indus Script To what extent can machine learning find a suitable musical accompaniment for a given melody?Quantum Machine Learning for Image Classification Developing a Wearable Device that can Monitor the Onset of Covid-19 Machine Learning for High Schoolers Learning Quantum Computing with Python!Prediction4Protection: Machine Learning Application in Early Heart Disease Prediction Analysing the Multi-Faceted Process of 3-link Robot Arm Simulation A Novel Supervised Deep Learning Solution to detect Distributed Denial of Service (DDoS) attacks on Edge Systems using Convolutional Neural Networks (CNN)Human Emotion Recognition to Recommend Songs Threats Detection in Aerial Objects: A Machine Learning Approach Computer Simulation Techniques: Molecular Dynamics and Particle Simulations Biomimetics- Key to better Space Suit Design How does excessive internet use impact anxiety levels in teens and young adults?American Sign Language Reader How can the implementation of supervised machine learning enhance the efficiency of discovering apparel that suits individual style preferences?Analysis and Implementation of Machine Learning Approaches to DDoS Attack Detection Improving PER (Player Efficiency Rating) in Basketball through Machine Learning Deep learning model to predict the price of a car based on an input picture.Neural Network-based Approach Towards Port Scan Attack Detection in Linux-based IoT Systems ASSESSING NEUTRON DAMAGE IN FUSION REACTORS: A STUDY OF DISPLACEMENTS PER ATOM A Comparative Analysis of Generative Models for Terrain Generation in Open-World Video Games Duolingo App for Java A Machine Learning Approach for Identifying Favorable Sites for Renewable Energy Installations Developing and Simulating a Novel Radon Gas Leak Pinpointing Ackermann Drive Robot Using OpenMC, Geiger Counters, and ROS Comparing Ways of Producing an Audio Signal with Electronics Detection of Similar Melodies by Repurposing Algorithms for Sequence Alignment and String Searching Predicting Excess Bond Returns using Neural Networks Comparison of Classification Regions for AI Geolocation Ideonella - The plastic eating robot Studying Death Rates Caused by Air Pollution How can self-driving technology be improved upon to make sure it can be safer for people to use?QPy - A Quantum Circuit Simulator using Python How Efficient are the CDR, MMSE, nWBV, and eTIV Values when Diagnosing a Patient with Dementia?Using Machine Learning to Classify News Articles How Can Art and Design Based Approaches Synthesize with Technical Solutions to Support a Regenerative Conservation of Tropical Rainforests?What is the probability of a male tennis player winning the US Open?