Akshay SG's repositories
Fashion-image-segmentation
Attempting to create fashion image detection and segmentation using YOLOv9.
SportsMechanics
Repository of my work at Sports Mechanics India Pvt Ltd
Parallel-Ant-Colony-Optimization
Implementation of Ant Colony Optimization (ACO) algorithm in both serial and parallel versions to solve the Traveling Salesman Problem (TSP).
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.
ANPR
Developed an Automatic Number Plate Recognition (ANPR) application for license plate extraction and character recognition.
Twitter-Abuse-Detection
Twitter Abuse Detection
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
IOT-CIA2
Introduction to IOT - CIA 2
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.
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
snuc-ipl-auction
Website for displaying IPL player stats for Instincts.
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.
bagging
In this machine learning assignment, we will be implementing the Bagging (Bootstrapped Aggregating) technique to improve the performance of a predictive 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
smart-doorbell-system
A summary of IOT architecture and protocol of a Smart Doorbell System using Latex .
course-recommendation-system
A course recommendation system in Python using numpy and pandas.
ai-voice-assistant
OpenAI-powered AI-voice-assistant for easy web navigation, answering and speaking.
sorting-algoritm
Implementation of sorting algorithm using C
search-algorithm
Implementation of Breadth First Search and Depth First Search algorithm using C
Minimum-Spanning-Tree
Implementaion of Prim's and Kruskal's algorithm using Minimum Spanning Tree
decision-tree-classifier-from-scratch
Implementing a Decision Tree Classifier Model from scratch without using scikit-learn libraries for a predicting diabetics among people.
mushroom-classification
Implementation of Logistic Regression, Naive Bayes model and K-nearest neighbour Model using sklearn libraries
Gradient-Descent
A Whitebox implementation of gradient descent linear regression model.
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.
Simple-Linear-Regression
A whitebox Simple linear regression program.
portfolio-template
This is a sample Portfolio Template page. This can be easily edited to display one's resume.