Akshay SG's repositories
course-recommendation-system
A course recommendation system in Python using numpy and pandas.
chatbot-project
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.
course-recommendation
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
Startup-Hackathon
Startup Recommendation Platform: A tool that suggests investment opportunities in startups based on the investor's field of interest. Utilizing data analysis and machine learning algorithms to generate personalized recommendations and keep investors updated on their portfolio performance.
ANPR
Developed an Automatic Number Plate Recognition (ANPR) application for license plate extraction and character recognition.
Document-QA
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.
Parallel-Ant-Colony-Optimization
Implementation of Ant Colony Optimization (ACO) algorithm in both serial and parallel versions to solve the Traveling Salesman Problem (TSP).
SportsMechanics
Repository of my work at Sports Mechanics India Pvt Ltd
Suicide-Data-Analysis
Conducted a poignant Suicide Data Analysis utilizing Tableau, delving into complex datasets to unveil underlying trends and patterns. Visualized critical insights, facilitating a deeper understanding of contributing factors. The project aimed to inform targeted interventions and policies for mental health support
Twitter-Abuse-Detection
Twitter Abuse Detection
ai-voice-assistant
OpenAI-powered AI-voice-assistant for easy web navigation, answering and speaking.
bagging
In this machine learning assignment, we will be implementing the Bagging (Bootstrapped Aggregating) technique to improve the performance of a predictive model.
decision-tree-classifier-from-scratch
Implementing a Decision Tree Classifier Model from scratch without using scikit-learn libraries for a predicting diabetics among people.
Fashion-image-segmentation
Attempting to create fashion image detection and segmentation using YOLOv9.
Gradient-Descent
A Whitebox implementation of gradient descent linear regression model.
grid-search-and-randomized-search
Implementation of Grid Search CV and Randomized Search CV to Logistic Regression algorithm, KNN algorithm, Naive Baiyes Algorithm and Support Vector Machine
Minimum-Spanning-Tree
Implementaion of Prim's and Kruskal's algorithm using Minimum Spanning Tree
movie-recommendation
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.
mushroom-classification
Implementation of Logistic Regression, Naive Bayes model and K-nearest neighbour Model using sklearn libraries
portfolio-template
This is a sample Portfolio Template page. This can be easily edited to display one's resume.
search-algorithm
Implementation of Breadth First Search and Depth First Search algorithm using C
Simple-Linear-Regression
A whitebox Simple linear regression program.
smart-doorbell-system
A summary of IOT architecture and protocol of a Smart Doorbell System using Latex .
snuc-ipl-auction
Website for displaying IPL player stats for Instincts.
sorting-algoritm
Implementation of sorting algorithm using C