My main objective is to become an established academic scholar. I intend to apply my critical thinking, communication, mathematical induction, research, and programming skills in my professional career. My areas of interest are computer vision, natural language processing, and generative models.
I graduated with a CGPA of 3.97 from the Department of Computer Science & Engineering, University of Asia Pacific. I am currently working as a Lecturer at the department of CSE, UAP.
TECHNICAL SKILLS
● Machine Learning: Convolutional Neural Networks, Transformers, Generative Models (Generative Adversarial Networks, Variational Autoencoders).
● Packages: Tensorflow, PyTorch, Sci-kit learn, OpenCV, Matplotlib, pandas, Beautiful Soup etc.
● Data Structures and Algorithms: Tensor, Dictionary, Gradient descent, Adam Optimizer etc.
● Operating System: Experienced in working with Windows. Limited proficiency in Linux.
● Programming Language: C, C++, C#, Java, Python, MATLAB, Octave, R, SQL, Verilog
● Other Technical Skills: Problem Solving(Solved 300+ problems on various online judges), Github Desktop, ESP32, TinyML, Edge Impulse Studio, Arduino IDE, Google Colab, VS Code, Django, Android Studio, Touch Typing, Unity
I have multiple novel research ideas in the Generative AI, Bangla NLP and TinyML field that I will pursue in the following months.
ATTENDED ONLINE COURSES
Coursera Deep Learning Specialization
● Neural Networks, Structuring ML Projects, Optimization, Regularization, Hyperparameter Tuning, Convolutional Neural Networks, Sequence Models
Coursera Machine Learning
● Linear Regression, Logistic Regression, Collaborative Filtering, Principal Component Analysis etc.
Coursera IBM Data Science Specialization
● SQL, Python, Classic ML Models
Udacity Statistics
● Inferential & Descriptive Statistics
Coursera Mathematics for Computer Science
● Linear Algebra, Multivariate Calculus
HONORS AND AWARDS
● Vice Chancellor's Award
An academic award for students who achieved CGPA 3.90+ in a semester
Achieved for seven consecutive semesters
● Runner-up at Intra-UAP Programming Contest 2020 - Junior Section
● 369th among 1747 teams at 2021 ICPC Asia Dhaka Regional Site Online Preliminary Contest
● 232nd out of 384 teams at Robi Datathon 2.0
● 121st among 500+ teams at Code Samurai Online Preliminary Contest 2022
For any kind of queries, feel free to contact me at [email protected]