ProductionAI/NLP Engineer, Headless Technologies, December 2022 to January 2024

Mujib Jigyasa heritage chatbot

Bengali, English, and Banglish interaction with a national-heritage knowledge base.

All projects

My contribution

Curated and validated data, fine-tuned NLP models, and built backend services and APIs.

Contribution

I worked on data constraints, collection, validation, fine-tuning, evaluation, and API development for a chatbot about Bangabandhu Sheikh Mujibur Rahman and Bangladesh’s independence history.

Evaluation Scope & Methodology

Samples, denominators, uncertainty, sources and limits

Approach

Historical project description from the cited CV; no independent replication or deployment audit.

Limitations

  • No accuracy benchmark or independent usage record was supplied.
  • Existing dataset and interface links require availability and release review.

Sources

  • AI and Construction CVs, Industry experience and research experience (revised November 2, 2026). Public release pending
  • Pre-PhD CV, Work experience and personal projects. Public release pending

LSU Industrial Training & Assessment Center · September 2024 to present

Energy Assessment Team Leader & Researcher

I lead industrial energy assessments: utility-bill analysis, on-site measurement, energy-balance calculations, and client technical reports. Totals are team assessment outcomes.

Recommended annual electricity savings

8,208,899 kWh/year

16 assessments with recommendations

Implemented annual electricity savings

5,950,754 kWh/year

11 assessments with implementation reports