Name: Sumaiya Siddiqua

Role: Web Developer

Experience: Webmaster at IASB

Address: Dhaka, Bangladesh

Skills

HTML

CSS

Bootstrap

MySQL

java

javascript

wordpress

python

About

About Me

Eager to apply my creativity and passion for web technologies, especially in a front-end centric role and a keen interest in creating user-centric web solutions that enhance engagement through intuitive design and functionality. With proven expertise in statistical analysis, machine learning algorithms and project management, I aim to contribute effectively to the overall value proposition by fostering collaborative thinking and leveraging iterative approaches to corporate strategy. I am also adept in technical writing and reviewing. Additionally, I am focused on enhancing leadership competencies and aligning team efforts to drive organizational goals forward.

  • Education: B.Sc. in Computer Science & Engineering
  • Language: English, Bangla
  • ML/AI Tools: TensorFlow, Colab, Scikit Learn, Keras
  • Other Skills: Cloud, G-Suite, Excel, Git, Oracle, Mysql, SDLC
  • Interest: Photography, Painting, Reading, Traveling,

Resume

Resume

Expertise in statistical analysis, machine learning algorithms, project management and technical writing will be utilized to develop user-centric solutions that enhance engagement in front-end web technologies. Collaborative thinking and organizational goal advancement will be driven through iterative strategies and strong leadership.

Experience


2022-2023

Webmaster

IEEE AUST Student Branch

IASB, a student branch of IEEE, the largest technical professional society in the world, a group whose mission is to advance innovation and technological excellence for the benefit of humanity.

  • In charge of developing and maintaining custom-theme for their official website by using WordPress, HTML, CSS, Bootstrap, JavaScript



Academic Research


2023-Present

Enhancing Heatwave Predictability in Bangladesh through Deep Learning Approaches

Researched deep learning attention-based hybrid models for precise heatwave prediction and multi-step-ahead forecasting of temperature and humidity, enhancing heatwave anticipation.

  • This study has looked into different deep learning-based models of attention based Conv1D+LSTM and Conv1D+GRU to understand their ability to predict heat waves.
  • The attention-based Conv1D+GRU model showed the lowest RMSE and MAPE compared to other models for predicting 7 days ahead maximum temperature and humidity.


Education


2020-2024

B.Sc. in Computer Science & Engineering

Ahsanullah University of Science and Technology
2017-2019

Higher Secondary Certificate

Viqarunnisa Noon School and College
2007-2017

Secondary School Certificate

Ideal School and College

Projects

Projects

Onset Task Management

A task management tool has been prepared based on available data, forecasts provided by users and other management tools by using C#, MVC.

Draft

Draft is a dynamic blogging platform that empowers users to craft and share their thoughts seamlessly by using HTML, CSS, JS, PHP and MySQL.

Project Management

Analyzed client's data using advanced SQL queires to identify gaps and increase the business growth


Far Away From Home

In this gaming project using iGraphics, the player takes control of the ARC 15 battleship to prevent a third impact and save humanity. Set in the vast expanse of outer space, the player must navigate and combat threats

Pick & Mix

An online grocery shop designed for mobile applications, utilizing Kotlin and Java for development. The objective is to provide a seamless and user-friendly platform where customers can easily browse, select, and purchase a wide variety of grocery items.

Contact

Contact Me

Below are the details to reach out to me!

Email Address

Siddiqua Mumu

Download Resume

Resumelink