Career

Experience

Industry

Industry experience

SRBD

Jun 2023 - Aug 2025

Built an AI-powered assistant using RAG and AI-agent techniques, enabling smart content creation, contextual search, and video-to-note generation.
Member of the Windows Samsung Notes team; reduced text input time by 10%, improving overall efficiency.
Developed an extension converter that upgrades old file formats to the latest version for long-time users.
Designed a user-friendly quick tool for easy access to essential and frequently used functions.

Icon Engineer Award (2024) AI PoC Contest, 2nd Runner-Up (2025)

C#.NETUWPSQLitePythonRAGLLM Agents

Research

UTA

Aug 2026 - Present

Research on vision-language models, 3D reconstruction, audio generative models, and the security of AI models.
Investigating vulnerabilities in 4D Gaussian Splatting and developing adversarial defenses.
Designing techniques to protect music from unauthorized use by audio generation models.

VLMs3D Gaussian SplattingAudio GenAIAdversarial MLPyTorch

Community

Graduate Teaching Assistant
UT Arlington · CSE 4380: Information Security · CSE 5315/4345: Numerical Methods
2025 - 2026
Reviewer
Conference on Neural Information Processing Systems (NeurIPS)
2026
Reviewer
International AAAI Conference on Web and Social Media (ICWSM)
2027

Recognition

Graduate Dean's Research Assistantship
UT Arlington
2026
AI Proof-of-Concept Contest, 2nd Runner-Up
Samsung Research Bangladesh
2025
Icon Engineer Award
Samsung Research Bangladesh · For outstanding contribution
2024
Excellence in SW Certificate Test
Samsung Electronics
2023
National Cyber Drill, 20th Position
2021
Dean's List Scholarship
BUET
2018 - 2022
Merit Talent Scholarship
HSC, Dhaka Board
2017