Akshay SG's Projects
OpenAI-powered AI-voice-assistant for easy web navigation, answering and speaking.
Developed an Automatic Number Plate Recognition (ANPR) application for license plate extraction and character recognition.
In this machine learning assignment, we will be implementing the Bagging (Bootstrapped Aggregating) technique to improve the performance of a predictive model.
Chatbot for University: an AI-powered conversational platform designed to assist students with common inquiries, course information, and campus resources. Implemented using Rasa and machine learning algorithms, providing quick and accurate responses 24/7.
This full-stack website is a career recommendation system powered by machine learning. The system takes into account a user's skills, interests, and education level to provide personalized career recommendations
A course recommendation system in Python using numpy and pandas.
Implementing a Decision Tree Classifier Model from scratch without using scikit-learn libraries for a predicting diabetics among people.
BERT-Document-QA is a versatile implementation for question answering on lengthy texts/documents. Leveraging Glove Embedding, Word2Vec, Bag Of Words, and BERT models, this project offers a robust solution for extracting precise answers from extensive textual data.
A simple website displaying our exploratory data analysis on Suicide data.
Attempting to create fashion image detection and segmentation using YOLOv9.
A Whitebox implementation of gradient descent linear regression model.
Implementation of Grid Search CV and Randomized Search CV to Logistic Regression algorithm, KNN algorithm, Naive Baiyes Algorithm and Support Vector Machine
Introduction to IOT - CIA 2
Implementaion of Prim's and Kruskal's algorithm using Minimum Spanning Tree
Discover the sentiment of movie reviews instantly! Input the title of the movie and get personalized recommendations based on the analysis of thousands of reviews.
Implementation of Logistic Regression, Naive Bayes model and K-nearest neighbour Model using sklearn libraries
Implementing Black and White Box Neural Networks for the same dataset and interpreting its results.
Implementation of Ant Colony Optimization (ACO) algorithm in both serial and parallel versions to solve the Traveling Salesman Problem (TSP).
This is a sample Portfolio Template page. This can be easily edited to display one's resume.
Implementation of Breadth First Search and Depth First Search algorithm using C
This is mock shoe webpage made using HTML,CSS and Bootstrap
A whitebox Simple linear regression program.
A summary of IOT architecture and protocol of a Smart Doorbell System using Latex .
Website for displaying IPL player stats for Instincts.
A mock SNU Webpage made using Html, CSS, Bootstrap and JavaScript.
Implementation of sorting algorithm using C
Repository of my work at Sports Mechanics India Pvt Ltd