Prefaces

Mirza Naeem Beg
Ambitious • Resilient • Realistic
           void life() {
                     seek(adventure);
                     embrace(chaos);
                   love(deeply);
                     create(meanings);
}

Hi there! 👋

I'm Mirza Naeem Beg, a Computer Science & Engineering undergraduate in my 4th year at Ahsanullah University of Science and Technology (AUST), Bangladesh. My CGPA is 3.1+ out of 4.00. I'm currently developing my thesis project, BanglaGuard, a multimodal deep-learning system for detecting unsafe Bangla content in YouTube Kids videos. BanglaGuard combines EfficientNet-based CNNs with BiLSTM temporal modeling on 3-second segments; evaluated on 339 Bangla clips, it achieves up to ~72.6% accuracy while offering efficient model variants suitable for resource-constrained deployment. I am currently working on the audio pipeline, focusing on Bangla speech feature extraction and temporal modeling to improve detection of unsafe spoken content.

I grew up in Mymensingh, where my love for technology began. Now I am in Dhaka for my studies. What got me interested in computers was seeing how they communicate using code, similar to how people use words to talk to each other.

This led me to study Computer Science and Engineering, and I have strong interests in the following areas:

  • Artificial Intelligence & Machine Learning - My main interest
  • Problem Solving - The backbone of my technical skills
  • Full-Stack Development - Creating complete digital solutions
  • DevOps - Improving software development processes
  • Cybersecurity - Protecting digital systems

I don't just want to work in tech - I want to make a real impact. My goal is to become an impact player in the technology industry, creating solutions that make a difference.

Throughout my time at university, I've tried to put what I learn into practice. I believe that combining technical knowledge with creative thinking leads to the best innovations.

As technology keeps changing, I'm committed to learning and growing with it. With hard work and determination, I aim to become someone who can truly contribute to the tech world, solving important problems for our future.