About Me

Over the past few years I've contributed as an AI Engineer, working alongside talented researchers and engineers on AI, software development and systems engineering projects. As our team continues to grow, my role is evolving toward technical leadership and project execution.

SysModeler.ai is a cloud-native platform that uses AI to automate and accelerate Model-Based Systems Engineering (MBSE). It generates all 9 types of standard SysML diagrams by interpreting natural-language descriptions, code snippets from over 20 programming languages, and real-time voice commands — then lets engineers refine them in a drag-and-drop editor. The approach speeds up design, improves collaboration and simplifies documentation, particularly for safety-critical industries.

RoboFication LLC specialises in automating systems engineering and certification processes for safety-critical industries — automotive, aerospace, defence and robotics — using AI and formal methods. Their AI-powered tools automate safety analyses, generate precise requirements, and help ensure regulatory compliance.

Responsibilities:

• Develop AI-driven automation tools for safety-critical industries
• Learn and implement advanced AI techniques to enhance existing systems
• Assist in developing natural language processing capabilities
• Support integration of AI functionalities into current applications
• Help design and automate workflows to minimise repetitive tasks

Responsibilities:

• Develop research protocols, pipelines and methodology
• Process and analyse multiple types of raw data
• Automate research projects and fine-tune deep learning models
• Co-supervise and evaluate undergraduate thesis students
• Perform exam invigilation and lab classes when required

• Bengali speech recognition, diarization and synthesis
• Transliteration and standardisation of Bengali dialects
• Various Bengali text-to-speech projects; speech-to-IPA conversion
• Speech biometric system (voice signature authentication)
• AI-driven agentic agriculture support system
• Bengali humour and cultural roots with agentic AI
• Algorithmic Amnesia: an empirical study of Bengali folklore generation in LLMs
• LLMs for intelligent fault diagnosis and remedial strategy in power transmission systems
• AI-driven insights into microfiber pollution using LLMs for source identification

Lead Academy approached me to design and deliver an NLP course by developing the pre-recorded content for it. I worked there as an instructor on a contractual basis, developing Natural Language Processing (NLP) for Beginners using Python — covering everything from the basics of NLP through deep learning models and existing large language models, with practical Python demonstrations throughout. See teaching →

I take on freelance machine learning, deep learning, data science and other AI-domain projects to challenge and hone my technical skills. So far I have delivered a substantial number of gigs for clients not only in Bangladesh but also abroad — the US, UK and Germany specifically.

LearnTime is a Rajshahi-based e-learning platform; a remote part-time role of 3–4 hours a week.

• Teach programming (with Python) to people of all ages, especially kids, from non-programming backgrounds
• Make notes and documents, and set problems for tests
• Provide solutions to the problems students are struggling with
• Teach data analytics using Python to interested learners

Neon Aloy was a Sylhet-based online Bangla portal founded by four SUST graduates. I progressed through four roles there: Trainee Content Writer (Nov 2017) → Content Writer (Mar 2018) → Sr. Content Writer & Coordinator, Music Segment (Sep 2018) → Chief Author & Coordinator, Music Segment (Mar 2019).

• Led the music content strategy and team; trained and proofread new authors' work
• Managed the music segment's content calendar and weekly publication schedule
• Wrote music articles and song/album reviews of local and international artists
• Interviewed local artists and wrote follow-up reports
• Organised online events and webinars featuring local artists

Thesis: A character gram modeling approach towards Bengali Speech to Text with Regional Dialects
Supervisor: Dr. Golam Rabiul Alam
Publication: Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages?
Courses: CSE710 Advanced Artificial Intelligence · CSE711 Symbolic Machine Learning · CSE712 Natural Language Processing · CSE713 Synthetic Pattern & Speech Recognition · CSE715 Neural Networks & Fuzzy Systems · CSE799 Data Science

Thesis: Efficient approach for reliability evaluation of the BUS4 distribution system considering momentary interruption
Supervisor: Dr. A.S. Nazmul Huda
Publication: Monte Carlo Simulation for Reliability Worth Assessment of Distribution System Considering Momentary Interruptions
Coursework spanned: electrical circuits and devices, energy conversion, electromagnetic fields and waves, signals and systems, digital electronics, control systems, communication engineering, digital signal processing, data communication, microprocessors and interfacing, VLSI design, digital communications and wireless LAN fundamentals.