r40835 Goto Github PK

blog-microservice

data-science-software

Analysis of datasets using data science software to provide understandable insights for stakeholders. The analysis was performed using class-taught tools and techniques, including pyspark, and mapreduce.

deep-learning-for-nlp

Classification of acronyms and their long forms using an RNN (LSTM), CNN, and FFNN model. The experiments focused on the RNN and used different vectorisation methods and hyperparameters. Models were built with Keras and the notebook code runs on Google Colab.

digital-image-enhancement-program

a digital image enhancement program that will perform contrast adjustment using the histogram equalisation algorithm. The algorithm uses a cumulative intensity histogram to back-project original image intensities resulting in an image of equalised intensities.

frag-shader-painting

The GLSL shader code written is designed to visually represent space, it utilises the OpenGL Shading Language (GLSL) to create a rendering effect that mimics the appearance of outer space.

notification-microservice

path-finder

This project is an implementation of the A* algorithm by extending an existing codebase that already includes the Dijkstra's algorithm. The A* algorithm incorporates additional functionalities by calculating heuristic values and updating cost calculations to allow for more efficient pathfinding and improved search performance.

posture-corrector-app

Jetson Nano-based app using computer vision and a CNN model to analyse sitting posture. Alerts sent for poor posture, with real-time monitoring and user feedback. Optimised for Jetson Nano, with data storage and user statistics. Promotes better spinal health and posture habits.

rnn-ner-api

shop

social-network-app

Social Network is a comprehensive full-stack and real-time web application built with Django. This web application provides users with a dynamic and interactive social networking experience. It offers real-time features including notifications, messages, video calls, and a dynamic feed.