AI and Machine Learning Projects Portfolio

Priyanka Morajkar's comprehensive portfolio showcasing innovative AI and machine learning projects including neural network simulations, web development applications, and research papers. Each project demonstrates expertise in Python, Unity, JavaScript, and advanced AI technologies.

Featured AI Projects

PRESLA self-driving car simulation using genetic algorithms and neural networks, recipe finder web applications with API integration, pet adoption platforms for social impact, and cutting-edge research in sonification for visual impairment assistance using Hilbert curves.

Technical Expertise Demonstrated

Projects showcase proficiency in Unity game development, C# programming, JavaScript web development, Python for AI research, OpenCV computer vision, neural network implementation, genetic algorithm optimization, API integration, responsive web design, and database management with MySQL.

Mumbai-based AI Innovation

Innovative AI and machine learning projects developed in Mumbai, demonstrating practical applications of artificial intelligence in autonomous vehicles, web applications, social causes, and accessibility research for the global tech community.

My Projects

A collection of innovative projects showcasing my skills in AI, web development, and creative solutions. Each project represents a unique challenge and learning experience in my journey as a developer.

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PRESLA Self-Driving Car Simulation Interface

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AI/ML

PRESLA - Self-Driving Car

Machine Learning • Simulation

An intelligent self-driving car simulation built in Unity using neural networks evolved through genetic algorithms. Features real-time decision-making and advanced obstacle avoidance systems.

Unity C# Neural Networks Genetic Algorithms
PrePlanIt Interface

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PrePlanIt

Web Development • API Integration

A modern web application that helps users discover recipes based on available ingredients. Features clean UI design, responsive layout, and seamless API integration with Spoonacular.

HTML5 CSS3 JavaScript Spoonacular API Responsive Design
Pre-Food Recipe Finder Application

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Pre-Food Recipe Finder

Web Development • API Integration

A modern web application that helps users discover recipes based on available ingredients. Features clean UI design, responsive layout, and seamless API integration with Spoonacular.

HTML5 CSS3 JavaScript Spoonacular API Responsive Design
Paws For Heart Pet Adoption Platform

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Paws For Heart

Web Development • Social Cause

Pet Adoption Website: Discover your perfect furry friend by searching for different breeds, and explore helpful blogs on pet care and adoption, alongside opportunities to give rescued street animals a loving home.

HTML5 CSS3 JavaScript PHP MySQL
PreviewHub: Secure access required

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PreviewHub - Secure access required

Reactjs • Python • OAuth • Data Scrapping

A ReactJS application that allows users to scrape basic data from a public website and display it on a centralized platform. The application includes OAuth 2.0 authentication for secure access and provide a responsive design for various devices

Python ReactJS Data Scrapping OAuth 2.0
Text Analyzer: Sentiment Analysis

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Text Analyzer: Sentiment Analysis

Python • NLP • Sentiment Analysis • NLTK

The Smart Text Analyzer is a Python-based tool that processes user input to provide statistical data, emotional sentiment, and key themes. It demonstrates the ability to clean data using Regular Expressions and perform basic NLP tasks using industry-standard libraries.

Python NLP NLTK TextBlob
Sonification Using Hilbert Curve Research Visualization

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On-Going Research

Sonification Using Hilbert Curve

Research Paper • Visual Impairment • Hilbert Curve

Introducing an example of a real-time sonification system that transforms grayscale video data into useful sound for interpreting visual stimuli and creates soundscapes so that sighted impaired users can audibly experience their environment using Hilbert's space-filling curve.

Python OpenCV NumPy sounddevice