Experience

Qualification

Research

Publications:

• Detection and Classification of Skin Cancer by Using a Parallel CNN Model
  • WIECON - ECE 2020 Conference and published in IEEE Xplore
  • Link: https://ieeexplore.ieee.org/abstract/document/9397987
• A CNN Based Model for Venomous and Non- Venomous Snake Classification
  • Published in Applied Intelligence and Informatics 2021 Conference
  • Link: https://link.springer.com/chapter/10.1007/978-3-030- 82269-9_17
• ECOVNet: An Ensemble of deep Convolution Neural Network Based on
  EfficientNet to Detect COVID -19 From Chest X-rays
  • Published in peerJ journal
  • Link: https://peerj.com/articles/cs-551/
• Face Mask Detection in the era of COVID-19: A CNN Based Approach
  • Published in 3rd International Conference on Trends in Computational &
    Cognitive Engineering
  • Link: https://link.springer.com/chapter/10.1007/978-981-16-7597-3_1

Projects:

• Save The World
  • An VR game developed in Unity and blender using C#
  • Project Link: Save The World
• CU Medical Help
  • An application for seeking medical help developed using Java and XML
  • Project Link: CU Medical Help
• Result Processing System
  • A system for processing result of any institution developed using Java and MySQL
  • Project Link: Result Processing System
• BizMotion Website
  • Offcial website of the company developed using HTML, CSS and JavaScript
  • Website: BizMotion
• An expert system for song suggestion
  • A Song recommendation system developed using prolog.
  • Project Link: Song suggestion
• Online Cake Shop
  • A cake purchasing and selling application developed by using Java, MySQL
  • Project Link: Online Cake Shop

Certification

Courses & Certificates

• Python for Everybody Specialization

  • University of Michigan, Coursera

  • Topics: Program and Analyze Data with Python, Developing programs to gather, clean, analyze, and visualize data.

• Machine Learning Specialization

  • DeepLearning.AI and Stanford University, Coursera

  • Topics: Supervised Unsupervised Machine Learning, Advanced Learning Algorithms

• Grace Hopper Girls Programming Camp

  • Asian University for Women

  • C Programming training camp arranged by Bangladesh Open Source Network (BdOSN)

• Introduction to Internet of Things(IoT)

  • Cisco Network Academy

  • Topics: Fundamentals of IoT, Application of IoT

• Fundamentals of Statistics and Exploratory Data Analysis

  • IEEE BRAC University Student Branch and IEEE Aerospace and Electronic Systems Society

  • Topics: Descriptive Statistics, Inferential Statistics, Data Visualization by Matplotlib Exploratory Data Analysis

• Data Analysis using Excel

  • GreatLearning

  • Topics: Data cleaning, Data visualization, Data validation Fundamentals of Statistics and Exploratory Data Analysis

Award & Prizes

• Best Paper Award in 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE).

• 2nd Position in Creative Talent Hunt competition and was awarded by our honorable Prime Minister Sheikh Hasina.

• 3rd position in National Child Award (Senior Level) in Public Speaking & Recitation.

• Commonwealth of Learning scholarship ~ Google Skills for Work program