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Md Nasir Uddin

@mdnasiruddin1

Research Associate at BIRDI advancing LLM-guided RTL generation, with verified design datasets and improved model benchmarks.

Bangladesh

Message

At BIRDI, I work on LLM-guided RTL code generation. I built CompositeRTL, a dataset of verified designs whose v1 testbenches catch 92% of injected bugs, and improved model performance through fine-tuning and checkpoint merging.

I also built an agentic RTL benchmark and evaluation harnesses, and previously worked as an Intern at Samsung R&D Institute Bangladesh, where I performed software QA. At the University of Dhaka’s IIT, I teach short courses in Python, Microsoft Office, and practical AI tools.

Experience

Work history, roles, and key accomplishments

Current

Research Associate

Current

Bangladesh Industry of Research, Development and Innovation

May 2026 - Present (6 months)

Working on LLM-guided RTL code generation, building agentic benchmarks and fine-tuning models to improve Verilog generation. Achieved significant improvements in pass@1 metrics and developed a large verified hardware design dataset.

LLM RTL Verilog SystemVerilog PyTorch Hugging Face QLoRA LoRAs VLLM Checkpoint Merging Agentic Tool Use Evaluation Icarus Mutation Testing

Current

Short Course Instructor

Current

Institute of Information Technology (IIT), University of Dha

Apr 2026 - Present (7 months)

Teaching short professional courses on Python programming, Microsoft Office, and practical AI tools. Designing course materials, hands-on exercises, and assessments aligned with industry needs.

Python Microsoft Office AI Tools Curriculum Design Teaching Assessment Design

Trainer

Dhaka University IT Society

Jan 2024 - Dec 2025 (1 year 11 months)

Delivered hands-on training on programming, Microsoft Excel, and PowerPoint to 500+ students. Developed structured training materials.

Programming Excel PowerPoint Training material development

Organizing Secretary

IIT Software Engineers’ Community, University of Dhaka

Jan 2024 - Dec 2025 (1 year 11 months)

Planned and coordinated events and knowledge-sharing activities to foster collaboration among members. Managed logistics, communications, and event execution to strengthen community engagement.

Event Planning Coordination Logistics Communication Skills Community Engagement

Academic Team Member

Bangladesh Mathematical Olympiad

Jan 2023 - Dec 2025 (2 years 11 months)

Designed and validated 15+ original problems for regional rounds, contributing to official national Olympiad problem sets. Led a team of problem setters and solvers, coordinating task distribution and timely delivery of competition materials.

Problem Design Validation Team Leadership Coordination Event Logistics

Intern, Quality Innovation Group

Samsung R&D Institute Bangladesh

Mar 2025 - Sep 2025 (6 months)

Performed software quality assurance including manual and automated testing, developed test cases and plans compliant with EAA standards. Recognized by the Managing Director for resolving Voice of Customer issues on Samsung Notes data-corruption testing.

Software Quality Assurance Manual Testing Testing Automation Test Case Development Test Planning EAA Standards Defect Validation Automation Framework