Shoaib Ahmed Dipu

Major Research Interests:

• Computer Vision
• Active Learning
• Human-in-the-Loop Machine Learning
• Trustworthy Machine Learning
• Natural Language Processing

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Bachelor of Science in Computer Science and Engineering [Spring 2017 - Fall 2020]
Brac University, Bangladesh
CGPA : 3.91 / 4.00 [Highest Distinction]

Undergraduate Thesis [Spring 2020 - Fall 2020]

• Title : An Active-Learning based Training-Schedule for Biomedical Image Segmentation on Deep Neural Networks
  Supervisors : Dr. Mahbubul Alam Majumdar, Sowmitra Das, Shahnewaz Ahmed
  Thesis Group Members : Shoaib Ahmed Dipu, Mehadi Hassan, Shemonto Das

Journal Publication

• Title : CDSImpute: An Ensemble Similarity Imputation method for single-cell RNA sequence dropouts
  Authors : Riasat Azim, Shulin Wang, Shoaib Ahmed Dipu
  Published in Computers in Biology and Medicine, Volume 146, July 2022, 105658 [IF : 7.7]


• Title : A patient-specific functional module and path identification technique from RNA-seq data
  Authors : Riasat Azim, Shulin Wang, Shoaib Ahmed Dipu, Nazmin Islam, Munshi Rezwan Ala Muid, Md Fazla Elahe, Mei Li
  Published in Computers in Biology and Medicine, Volume 158, May 2023, 106871 [IF : 7.7]

Ongoing Work

• Title : FetalSIFT-CNN : Convolutional Networks for Fetal Brain Plane Classification Enriched by SIFT and Enlightened Through Grad-CAM-based Explainability
  Collaborators : A. M. Tayeful Islam, Md Abu Ibrahim
  Supervisor : Dr. Md Golam Rabiul Alam
  Manuscript Under Preparation

Supervision

• Title : Exploration and Mitigation of Gender Bias in Word Embeddings from Transformer-based Language Models (2023)
  Co-supervised Undergraduate Thesis with Dr. Farig Yousuf Sadeque
  Thesis Group Members : Ariyan Hossain, Rakinul Haque, Mohammad Ahanaf Hannan, Nowreen Tarannum Rafa, Humayra Musarrat
  Under Review in Neural Computing and Applications [IF : 6.0]

Lecturer, Department of Computer Science and Engineering [June 2022 - Present]
Brac University

Courses Currently Teaching and Previously Taught :

• CSE111 : Programming Language II (Object Oriented Programming) [Theory, Lab]
  Semesters : Summer 2022, Fall 2022, Spring 2023, Summer 2023, Fall 2023
• CSE221 : Algorithms [Theory, Lab]
  Semesters : Summer 2022, Summer 2023, Spring 2024
• CSE370 : Database Systems [Theory, Lab]
  Semesters : Fall 2022, Spring 2023, Summer 2023, Fall 2023, Spring 2024
• CSE422 : Artificial Intelligence [Lab]
  Semesters : Spring 2024

• Conducting Theory and Lab Classes (Course Load : 12.0-15.0 Credits) of each sections having 38-40 students.
• Grading Scripts, Setting Up Questions and Invigilating for Exams.
• Coordinating Lab Courses
• Conducting Administrative Tasks assigned by the Department and the University.

Lecturer, Department of Computer Science and Engineering [May 2021 - May 2022]
Northern University Bangladesh

Courses Taught :

• CSE3169 : Theory of Computation
  Semesters : Summer 2021, Fall 2021, Spring 2022
• CSE3228 : Compiler Design
  Semesters : Summer 2021, Fall 2021, Spring 2022
• CSE3272 : Compiler Design Lab Work
  Semesters : Summer 2021, Fall 2021, Spring 2022
• CSE3292 : Software Development III (Web Programming)
  Semesters : Fall 2021
• CSE2291 : Software Development II (Database Programming)
  Semesters : Spring 2022
• CSE1307 : Object Oriented Programming I (C++)
  Semesters : Spring 2022
• CSE1360 : Object Oriented Programming I Lab Work (C++)
  Semesters : Spring 2022
• CSE1101 : Introduction to Computer
  Semesters : Spring 2022

• Conducting Theory and Lab Classes (Course Load : 15.0-18.0 Credits) of each sections having 40-45 students.
• Grading Scripts, Setting Up Questions and Invigilating for Exams.
• Supervising Thesis / Projects of Undergraduate Students.
• Designing and Coordinating Outcome Based Education (OBE) Curriculum.
• Conducting Administrative Tasks assigned by the Department and the University.

Student Tutor (Undergraduate Teaching Assistant) [September 2019 - December 2020]
Department of CSE, Brac University

Courses Taught :

• CSE 110 : Programming Language I (Structured Programming)
• CSE 111 : Programming Language II (Object Oriented Programming)

• Attended Lab Classes and assisted the Faculty Members to conduct the Classes.
• Graded Quiz and Assignment scripts.
• Provided 15 Hours / Week as Consultation Hours for Students and assisted them with Problem Solving and Exam Preparation.
• Selected Learning Materials, Textbooks and Equipment to Facilitate Tutoring and Helped Students to develop Good Study Skills and Habits.

Student Tutor (Undergraduate Teaching Assistant) [July 2020 - September 2020]
Department of MNS, Brac University

Course Assisted :

• MAT 216 : Linear Algebra and Fourier Analysis

• Typeset Lecture Notes, Assignment Problem Sets and Examination Problem Sets in LaTeX.
• Prepared Problem Sets for Assignments and Examinations from Question Pools.
• Prepared Short Instruction Tutorials for students to make their transition easier from Regular Semester to Online Semester and buX.

Student Mentor [January 2019 - December 2019]
First Year Advising Team (FYAT), Office of Academic Advising, Brac University

Responsibilities :

• Mentored a group of 60 students throughout their First Year at University.
• Informed them about Rules and Regulations of the University and the Department.
• Helped them to avail all Opportunities and Facilities of the University.

• Programming Languages : Java, Python, C/C++, R
• Other Languages : MATLAB, Mathematica, LaTeX, x86 Assembly, Bash, Verilog
• Web Programming : PHP, MySQL, HTML5, CSS
• Library : TensorFlow, Keras, PyTorch, Scikit-learn, Pandas, NumPy, Matplotlib, JOGL
• Software Tool : Git, Altera Quartus, Microwind, PSpice, emu8086
• Linux Distro : Ubuntu, Xubuntu, Manjaro

• Completed Bachelor's with Highest Distinction, Brac University
  
  • Awarded to candidates whose CGPA is 3.80 or higher.

• Vice Chancellor's List and Dean's List Award, Brac University [May 2017 - January 2021]
  
  • Got placed on VC's List for 6 semesters as recognition of achieving a GPA of 3.90-4.00 on those particular semesters.
  • Got placed on Dean's List for 5 semesters as recognition of achieving a GPA of 3.70-3.89 on those particular semesters.

• Vice Chancellor's Certificate for Residential Semester, Brac University [September 2019 - December 2020]
  
  • Top 4.4%.
  • Vice Chancellor's Certificate for high standard of Discipline and Devotion during Residential Semester at Savar Campus

• Merit Based Scholarship, Brac University [January 2017 - December 2020]
  
  • 70% waiver on Tuition Fees on every semester.

• Automation on Agriculture Field by Creating Mesh Network using esp8086 [Microprocessors]
• Employee Management and Performance Tracker System [Database Systems]
• Automated Restaurant Management System [Software Engineering & System Analysis And Design]
• Maze Solver and Android based Bluetooth Controlled Robot [Digital System Design]

• Lab Course Coordinator, Brac University
  Coordinating / Coordinated Courses :
  CSE221 [Algorithms Lab] [Summer 2022]
  CSE370 [Database Systems Lab] [Fall 2022, Spring 2023, Summer 2023, Fall 2023]
  Responsibilities : Coordinating / Coordinated with the Lab Faculty Members of 10-13 different sections (each having 38-40 students) to conduct the Lab Courses of these particular semesters.

• Pre Thesis II Panel Judge, Brac University
  Semesters : Summer 2022, Fall 2022, Spring 2023
  Evaluated and provided feedback to the Posters and Presentations of the Undergraduate Thesis groups.

• Final Thesis Defense Panel Judge, Brac University
  Semesters : Summer 2023
  Evaluated and provided feedback to the research works of Undergraduate Thesis groups.

• Final Project & Thesis Defense Panel Judge
  Semesters : Summer 2021, Fall 2021, Spring 2022
  Evaluated and provided feedback to the research works of Undergraduate Project and Thesis groups.

• Organizing and Hosting Webinars, Northern University Bangladesh [Youtube Playlist]
  Organized and Hosted Webinars where guests both from Academia and Industry were invited to share their journey and experience with the Undergraduate students.
  

• Grand Finalist of 'Champions of Earth : Season I', North South University [January 2015]
  
  • Top 2.7%.
  • Participated in an Environmental based Idea Generation Competition. Around 296 teams participated in first round and 8 teams made it to Grand Finale. Organized by Earth Club of North South University.
  • Team Name : Earth Saviours
  • Team Members : Shoaib Ahmed Dipu, Shahran Eyakin Anim and Fayaz Lazim Shilpo
  
  

• Talk & Presentation
  
  • Contributed Talk : Short Introduction to Neural Networks and Deep Learning [November 2019]

• Machine Learning • Artificial Intelligence • Pattern Recognition • Linear Algebra and Fourier Analysis
• Elements of Statistics and Probability • Modern Probability Theory and Stochastic Processes
• Data Structures • Algorithms • Computer Graphics • Operating Systems • Compiler Design
• Numerical Methods • Database Systems • Software Engineering • System Analysis and Design

Last Updated on 05 April 2024
Original Template Courtesy Jon Barron