Prefaces

Hi there! 👋

I'm Mirza Naeem Beg, a Computer Science & Engineering undergraduate in my final year at Ahsanullah University of Science and Technology (AUST), Bangladesh (CGPA: 3.1+ / 4.0).

My research interests span NLP, Computer Vision, LLMs, Deep Learning, and AI for Healthcare areas; I pursue alongside my professional goals, particularly in AI and low-resource language applications.

Professionally, I aim to start as a Data Analyst, grow into a Data Engineer, and eventually become a Data Scientist. I am currently building strong research and engineering capabilities through professional coursework while actively preparing for industry roles.

My undergraduate thesis, BanglaGuard, is a Multimodal Deep Learning Framework for Audio-Visual Detection of Inappropriate Content in Bangla Children's Cartoon Videos, supervised by Prof. Dr. Md. Shahriar Mahbub. The framework integrates EfficientNet-based CNNs for visual features, BiLSTM for temporal modeling, and OpenAI's Whisper for Bangla speech processing — currently achieving up to 72.6% accuracy on 339 Bangla clips, with optimized variants for resource-constrained environments.

I am actively seeking full-time fresher-level Data / AI opportunities.