About
Hi there! My name is Sadia Nasrin Tisha and I am excited to be pursuing a PhD in Computer Science at the University of Maryland, Baltimore County under the supervision of Dr. Rebecca Williams and Dr. Sanorita Dey. My primary area of research is Computer Vision, Machine Learning and Human Computer Interaction(HCI). I recently completed my Master's degree in Computer Science from Baylor University and completed my Bachelor degree in Computer Science and Engineering from Brac University , where I had the opportunity to explore the fascinating world of Machine Learning and HCI. This experience has ignited my passion for research and driven me to pursue my current goals.
Interest
Education
University of Maryland, Baltimore County
January 2024 - PresentBaylor University
August 2021 - December 2023Brac University
January 2014 - January 2018Skills
Experience
Graduate Research Assistant
January 2024 - Present
University of Maryland, Baltimore County
- Working on a project titled “Increasing Visual Literacy With Collaborative Foraging: Annotation Curation and Critique”, with the supervision of Dr. Rebecca Williams, aimed at enhancing students’ Visual Information Literacy (VIL) through an open-source visual curation and annotation platform. This platform is intended for collaborative use, allowing students to search for, curate, and critique misleading charts and graphs, thereby improving their critical evaluation skills and VIL
- Working on a Project titled “Empowering Diversity in STEM: Instructor Perspectives on Educational Strategies for Engaging Underrepresented Groups” with the supervision of Dr. Sanorita Dey, aimed to investigate the perspectives, strategies, and recommendations of STEM instructors regarding the engagement and support of underrepresented groups in STEM education which helps to identify barriers, effective practices, and innovative solutions to contribute to developing more inclusive and equitable STEM educational environments
Graduate Teaching Assistant
August 2024 - Present
University of Maryland, Baltimore County
- Supports the instructor by helping with lesson preparation, grading assignments, answering student questions, and providing additional instructional support.
Graduate Research Assistant
January 2023 - December 2023
- Worked on detecting and tracking invasive species from water sample videos and used self-supervised, pre-trained convo- lutional neural networks and data normalization techniques in PyTorch to improve the classification accuracy up to 97% of underwater organism imagery.
Graduate Teaching Assistant
August 2021 - December 2023
- Mentored students in lab sessions, providing technical support and encouraging growth in pogrammimg skills.
Lecturer
January 2020 - July 2021
Department of Computer Science and Engineering, BRAC University
- Designed and developed a new course
- Created online contents for the students
- Performed all the adminstritive responsibilities
Lecturer
February 2021 - July 2021
United College of Aviation Science and Management
- Performed all the academic and adminstritive responsibilities
- Arranged workshops, webiners regarding programming
Undergraduate Teaching Assistant
January 2019 - December 2019
Department of Computer Science and Engineering, BRAC University
- Mentored students in lab sessions and guide them to couse contents.
Publications
A Comparative Evaluation of Image Caption Synthesis Using Deep Neural Network
Publication date: 2024/06/27
Video-Based Recognition of Aquatic Invasive Species Larvae Using Attention-LSTM Transformer
Publication date: 2023/10/16
Access Control Design Practice and Solutions in Cloud-Native Architecture: A Systematic Mapping Study
Publication date: 2023/3/24
Application of Machine Learning Classifiers for Predicting Human Activity
Publication date: 2021/28/07
Decision Theory-based Content Selection and Ranking for Social Media Newsfeed using Fuzzy Analytic Hierarchy Process
Publication date: 2021/09/04
Teaching
Lecturer, BRAC University
- CSE101: Introduction to Computer Science
- CSE110: Programming Language I
- CSE111: Programming Language II
- CSE420: Artificial Intelligence
- CSE221: Algorithms
- CSE471: System Analysis and Design
- CSE331: Automata and Computability
- CSE330: Numerical Methods
- CSE341: Microprocessor
- CSE260: Degital Logic Design
Teaching Assistant, University of Maryland, Baltimore County
Teaching Assistant, BRAC University
Contact
Location:
5421 Bristol Green Way, Baltimore, Maryland 21229, USA
Call:
+1 254 327 7812