Open sourcePersonal project developer

Onusondhan: Bengali contextual question answering

Transformer-based answers drawn from a supplied Bengali passage.

All projects

My contribution

Trained a Bengali contextual question-answering model and published project code.

Scope

Onusondhan accepts a context and a question, then finds an answer in that context. It is a contextual question-answering project, not an independently verified open-domain assistant.

Evaluation Scope & Methodology

Samples, denominators, uncertainty, sources and limits

Approach

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

Limitations

  • Model-card evaluation, license, and current repository availability require review.
  • No measured comparison is included.

Sources

  • 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