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Codernob/README.md

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 arnob@uap-bd.edu

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    Official Implementation of the IJACSA paper : Facial Image Generation from Bangla Textual Description using DCGAN and Bangla FastText

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  2. Magic-Wand-using-ESP32-and-MPU-6050 Magic-Wand-using-ESP32-and-MPU-6050 Public

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  4. problem-solving-codes problem-solving-codes Public

    This repository contains almost all the codes I've written to solve various problems in online judges like UVA, Hackerrank, Condeforces etc. It also contains some test codes I've been using to expe…

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  5. Hackerrank-10-days-of-Statistics Hackerrank-10-days-of-Statistics Public

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