Hi! My name is Nowshin Rumali Tisha.

Welcome to my personal webpage that I've designed to showcase my skills and expertise that
I have accumulated over the years.

Nowshin Rumali's Image
About Me
Education Logo
~~~Education~~~
  1. B.Sc. in Computer Science and Engineering

    2. Passing Year: 2022
    Ahsanullah University of Science and Technology

  2. Higher Secondary Certificate

    3. Passing Year: 2016
    Holy Cross College

  3. Secondary School Certificate

    4. Passing Year: 2014
    Ideal School and College

Skills Logo
~~~Skills~~~
  • Programming Language
    • Python:
    C/C++:
    SQL:
    Kotlin:
  • Framework
    • Django
  • Web Development
    • HTML5:
    CSS3:
    Bootstrap:
    JavaScript:
  • Database
    • MySQL:
    PL/SQL:
    MSSQL:
Additional Skills Logo
~~~Additional Skills~~~
  • Languages

    • Bangla (Native)
    English

  • Software and Tools

    • PyCharm
    Colab
    Github
    VS Code

  • Misc.

    • LaTeX
    Microsoft Office
    Google Workspace
    Machine Learning
    Visualisation (e.g. matplotlib, contour plot)
    Libraries (e.g. numpy, pandas)

My Projects

6. KeeP Me
  • Description
    • A webpage where user can store, update or delete notes.
  • Language
    • HTML, CSS, JavaScript
  • Used Tool
    • Notepad++
  • Database
    • Local Storage
7. House Rent Management System
  • Description
    • An application where the total rent of every flat of a building is generated.
  • Language and Framework
    • Java and Java Swing
  • Used Tool
    • Netbeans
  • Database
    • Microsoft SQL Server
1. My Portfolio
  • Description
    • It's a webpage that I've designed to showcase my skills and expertise that I have accumulated over the years.
  • Languages
    • HTML5, CSS3, JavaScript
  • Used Tools
    • VS Code, Github
2. Emotion Detection from Textual Analysis
  • Description
    • A project where emotions can be detected from the users text using deep learning.
  • Language
    • Python
  • Used Tools
    • Deep Learning, Colab
3. Emotion Detection from Text
  • Description
    • A project where emotions can be detected from the users text using machine learning.
  • Language
    • Python
  • Used Tools
    • Machine Learning, Colab
4. Sims4 Collections
  • Description
    • A distributed database system where some collections of The Sims4 game are stored.
  • Language
    • PL/SQL
  • Used Tools
    • Oracle 10g, VMware(Windows)
  • Database
    • Oracle
5. Planet Destroyer Game
  • Description
    • It is a game where a spaceship fires bullets to destroy moving planets.
  • Language
    • Python
  • Used Tools
    • PyCharm, pygame

My Research

Title: Emotionally Aware Chatbot (EDAIC)


Description:

EDAIC means Emotion Detector and Intelligent Chatbot. It can chat with users and it can detect 7 types of emotions from the users text.

Language:

Python

Used Tools:

Machine Learning, Colab, PyCharm

Result:

Chatbot - Accuracy of the seven models - Support Vector Machine (SVM), Logistic Regression, Random Forest Classifier, XGBoost Classifier, Multinomial Naive Bayes, Decision Tree Classifier and Multilayer Perceptron are 71.71%, 56.01%, 48.45%, 58.72%, 44.19%, 53.68% and 70.93% respectively.
Emotion Detector - Accuracy of the seven models - Support Vector Machine (SVM), Logistic Regression, Random Forest Classifier, XGBoost Classifier, Multinomial Naive Bayes, Decision Tree Classifier and Multilayer Perceptron are 88.47%, 86.12%, 66.87%, 88.84%, 71.59%, 75.75% and 85.31% respectively.

My Certificates

Contact Information
Middle Badda, Dhaka-1212, Bangladesh

(+880) 1953300066

rumali.tisha@gmail.com

Contact Me




More Ways to Connect

© This Portfolio is Created by Nowshin Rumali Tisha (Software Engineer) - 2022