University-Projects

Here are the collaborative projects I participated in during my academic journey.

1.Vaccine Tweet Sentiment Analysis using Apache Spark and MongoDB (Fourth Year Project)

• A data science project that analyzes Pfizer's tweets during the COVID-19 pandemic using various visuals. It explores insights with Time Series Analysis, User Popularity Analysis, and Sentiment Analysis. Published this project's paper on the ICCR2023 (2023 International Conference Communication and Research).
  • Worked as a data analyst role.
  • Preprocessed data such as removing noises, tokenization, stop word and Duplicate Removal, stemming and Lemiiatization.
  • Performed sentiment analysis with Textblob, Logistic Regression and SVM.

Go to Link

2.The Online Exam Proctoring System (Fourth Year Project)

• Developed an online student monitoring system that identifies student behaviors and calculates Trust Scores for online exams, utilizing YoloV8 along with other deep learning and machine learning techniques.
  • Served as a software developer role.
  • Built the Online Exam System Web Application using Flask Framework.
  • Developed Face Verification, Distracted Movement, and Screen Detection using Dlib, Mediapipe, and pygetwindow.
  • Integrated server-side cheat detection into the Online Exam Web Application.

Go to Link

3.X-Ray Abnormality Detection (Freelance Project)

• Developed classification models based on deep learning to identify musculoskeletal abnormalities in the MURA X-Ray Elbow Dataset.
  • Served as ML Engineer role.
  • Preprocessed image data using histogram equalization (HE) and contrast-limited adaptive histogram equalization (CLAHE).
  • Made exploratory data analysis to the data.
  • applied the Multi-Layered Neural Network model, ResNet for classification.

Go to Link

4.So-Chat (Fourth Year Project)

• developed a socket-based chat app for seamless communication among many users on a single server, using pillow, Tkinter, and socket programming.
  • Served as a software developer role.
  • Created the app's user interface using Tkinter.
  • Implemented the connectivity function using the Python Socket Library.

Go to Link

5.University Leave Request System (Fourth Year Project)

• A University Leave Request System using Microsoft Power Automate and Power App to streamline and automate the leave request and approval process, enhancing efficiency and organization for all parties involved.
  • Served as a Power Platform Developer role.
  • Implemented the Power Automate flow to streamline the university leave approval process.
  • Developed the interface using Power Apps and established a SharePoint List to manage leave requests.

Go to Link

6.Industrial and Eduction Revolution 4.0 in ASEAN (ASEAN Data Science Competition)

• Created a data-driven proposal for improving education and job opportunities in the industrial and education sectors for ASEAN residents during Industry 4.0.
  • Worked as a data analyst role.
  • Collected required data from multiple data sources.
  • Used SAP for Data Analysis and Visualization.
  • earned recognition as a National Finalist Team.

Go to Link

7.ARYAWJAN Clinic Management System using PHP (Third Year Project)

• The Clinic Management System simplifies patient record management for doctors and clinic staff, automating the entire clinic process. It facilitates online appointment scheduling, treatment processes, medical billing transactions, and the management of medical record books.
  • Served as team leader & web developer roles.
  • Defined system requirements & conducted writing software requirements specifications.
  • Designed the website application UI using Bootstrap and integrated all clinic functions into the web application using PHP and MySQL.
  • selected to exhibit in 5th UIT Open Campus.

Go to Link

8.DreamLoop Survival Shooting Game (Second Year Project)

• Created an avatar game named "Dream Loop" that involves killing zombies, as a contribution to an open campus project.
  • Served as team leader & game developer roles.
  • Developed as an action game with multiple challenging levels using Unity Game Engine.
  • selected to exhibit in 4th UIT Open Campus.

Go to Link

9.My Intelligent Assistant (Second Year Project)

-A java GUI app with a speech recognition system that users can open the window apps, play games, and make arithmetic calculations by speech.

• Served as Java developer role.
• Implemented a voice-controlled “Flappy Bird” Game that can be played through the Java app by using speech commands.
• selected to exhibit in 4th UIT Open Campus.

10.Unity Educational Maze Game (Phandeeyar Game Dev Challenge Hackathon)

• Designed an interactive maze puzzle game specifically for Windows OS.
  • Implemented various difficulty levels using the Unity game engine.
  • Attained the 5th position out of 15 teams and received recognition with one of the "Fun games by newbies" awards.

Go to Link

11.EMOJI Escape (First Year Project)

• A small game where an Emoji character needs to reach and touch the actual key to unlock the door and navigate through a maze, developed using the C++ Graphic Library.
  • Served as team leader & game developer roles.
  • Designed & built the game characters and the game map using the C++ Graphics library.
  • selected to exhibit in 3rd UIT Open Campus.

Go to Link