Women in lab coats researching

Get Inspired

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

Research Field

Browse

Project Outcome

Browse

Search for topics...

Can audio detection improve safety of any vehicle and passengers when object detection fails?

Can audio detection improve safety of any vehicle and passengers when object detection fails?

Suyash's Project

Within the next decade, do the benefits of implementing AI and ML technologies in the agricultural industry outweigh their drawbacks?

Within the next decade, do the benefits of implementing AI and ML technologies in the agricultural industry outweigh their drawbacks?

Sashwath's Project

The Effect of AI Development on Stock Prices

The Effect of AI Development on Stock Prices

Twisha's Project

NBA Free Throw Prediction

NBA Free Throw Prediction

Kunal's Project

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

Comparative Study of LSTM and T5-Flan Models for Automated Test Case Generation from Gherkin Requirements

Comparative Study of LSTM and T5-Flan Models for Automated Test Case Generation from Gherkin Requirements

Sree harshini's Project

Predicting Excess Bond Returns using Neural Networks

Predicting Excess Bond Returns using Neural Networks

Anjali's Project

Ready to start your own project?

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

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

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

Raghav's Project

The Impact of AI on the Labor Market for the Financial and Manufacturing Sector

The Impact of AI on the Labor Market for the Financial and Manufacturing Sector

Anshika's Project

Using Machine Learning to Classify News Articles

Using Machine Learning to Classify News Articles

Aarav's Project

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

Using Machine Learning to Predict Classical Composers from Audio

Using Machine Learning to Predict Classical Composers from Audio

Nishanth's Project

Comparison of Classification Regions for AI Geolocation

Comparison of Classification Regions for AI Geolocation

Ishan's Project

Investigating the Efficacy of AI-Powered Innovations in Cardiovascular Healthcare

Investigating the Efficacy of AI-Powered Innovations in Cardiovascular Healthcare

Nehal'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

How can AI be utilized to standardize ballet teaching?

How can AI be utilized to standardize ballet teaching?

Priyanka'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

The Semi-Autonomous Systems’ Dangers to Humans

The Semi-Autonomous Systems’ Dangers to Humans

Shalini's Project

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.

Random Forest Identification of Pulsars Statistical Model for Identifying Unclear and Doubtfully Restored Signs of the Indus Script Quantum Machine Learning for Image Classification Machine Learning for High Schoolers Online Simulation of Dark Patterns 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 Using Machine Learning to Predict Classical Composers from Audio Predicting Melanoma Patient's Responses to Nivolumab Immunotherapy Using Machine Learning Models Using Machine Learning to Improve Baseball Swings The Semi-Autonomous Systems’ Dangers to Humans How can AI be utilized to standardize ballet teaching?Threats Detection in Aerial Objects: A Machine Learning Approach American Sign Language Reader How can the implementation of supervised machine learning enhance the efficiency of discovering apparel that suits individual style preferences?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.A Machine Learning Approach for Identifying Favorable Sites for Renewable Energy Installations Investigating the Efficacy of AI-Powered Innovations in Cardiovascular Healthcare Predicting Excess Bond Returns using Neural Networks Comparison of Classification Regions for AI Geolocation 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?NBA Free Throw Prediction Using Machine Learning to Classify News Articles The Impact of AI on the Labor Market for the Financial and Manufacturing Sector Comparative Study of LSTM and T5-Flan Models for Automated Test Case Generation from Gherkin Requirements What is the probability of a male tennis player winning the US Open?The Effect of AI Development on Stock Prices Within the next decade, do the benefits of implementing AI and ML technologies in the agricultural industry outweigh their drawbacks?Can audio detection improve safety of any vehicle and passengers when object detection fails?