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

DC Office Complaint Classifier

Classifying citizen complaints for departmental routing.

All projects

My contribution

Collected and annotated data, trained and tuned the classifier, and built backend services and APIs.

Contribution

The classifier routes complaints received by DC offices in Bangladesh according to content and urgency. My work covered data collection and annotation, model training and evaluation, and backend/API development.

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 public test set, accuracy figure, deployment scale, or service-time reduction was supplied.

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