# Md Nasir Uddin

Md Nasir Uddin is a remote worker on Himalayas, Research Associate at Bangladesh Industry of Research, Development and Innovation, based in Bangladesh.

Source: https://himalayas.app/@mdnasiruddin1

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

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Bangladesh |
| Authorized to work in | Bangladesh |
| Salary expectations | 60k+ USD |
| Job categories | Software Engineer, Machine Learning Engineer, Software Quality Assurance Engineer, Instructor |
| Skills | LLM Fine tuning, QLoRA, LoRAs, Checkpoint Merging, Agentic Tool Use Evaluation, RTL Code Generation, Verilog, SystemVerilog, TestBench Development, Mutation Testing, Icarus, Verilator, Yosys, VerilogEval, RTLLM |

## About

```text
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

### Research Associate (current)

Bangladesh Industry of Research, Development and Innovation. May 2026 - Present

```text
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.
```

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

### Short Course Instructor (current)

Institute of Information Technology (IIT), University of Dha. Apr 2026 - Present

```text
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.
```

Skills: Python, Microsoft-Office, AI-Tools, Curriculum-Design, Teaching, Assessment-Design

### Trainer

Dhaka University IT Society. Jan 2024 - Dec 2025

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

Skills: Programming, Excel, PowerPoint, Training, material-development

### Organizing Secretary

IIT Software Engineers’ Community, University of Dhaka. Jan 2024 - Dec 2025

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

Skills: Event-Planning, Coordination, Logistics, Communication-Skills, Community-Engagement

### Academic Team Member

Bangladesh Mathematical Olympiad. Jan 2023 - Dec 2025

```text
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.
```

Skills: Problem-Design, Validation, Team-Leadership, Coordination, Event-Logistics

### Intern, Quality Innovation Group

Samsung R&D Institute Bangladesh. Mar 2025 - Sep 2025

```text
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.
```

Skills: Software-Quality-Assurance, Manual-Testing, Testing-Automation, Test-Case-Development, Test-Planning, EAA-Standards, Defect-Validation, Automation-Framework

### Mathematics Instructor

Big Bang Academy. Jan 2023 - Dec 2024

```text
Taught 1,000+ students through interactive, real-time problem-solving sessions.
```

Skills: Mathematics, Teaching, Interactive-Learning, Problem-Solving

## Education

### University of Dhaka

Bachelor of Science, Software Engineering. 2022 - Present. Grade: 3.69 / 4.00

```text
Pursuing a B.Sc. in Software Engineering with a CGPA of 3.69 out of 4.00, expected to graduate in May 2026.
```

### Netrakona Govt. College

Higher Secondary Certificate, General. 2018 - 2020. Grade: 5.00 / 5.00

```text
Completed Higher Secondary Certificate (HSC) with a GPA of 5.00 out of 5.00.
```

## Tech stack

- Postman
- Selenium
- GitHub Actions
- NumPy
- Pandas
- MySQL
- PostgreSQL
- MongoDB
- SQLite
- Node.js
- Spring Boot
- Android SDK
- Next.js
- Tailwind CSS
- JavaScript
- Python
- Java
- C++
- C
- TensorFlow
- PyTorch
- scikit-learn
- FastAPI
- Linux
- WSL
- Microsoft Excel
- Vercel
- TypeScript
- Git
- Docker
- vLLM
- OpenAI API
- OpenRouter
- PEFT
- Unsloth
- AWS
- Verilog
- REST APIs
- Microsoft Office

To contact Md Nasir, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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