Projects

Early Detection of Occupational Stress

Real-time AI tool using ML & LLMs at 90.32% accuracy. Validated across synthetic data, response <100ms.

PyTorchBERTLLMsHuggingFace

NCD Prediction Framework

85.25% accuracy using ensemble & prompt-engineering, 3-10% gain over SOTA.

PyTorchLLMsPrompt Eng.Healthcare

Extrinsic Evaluation of Bengali Clinical MT

Improved low-resource clinical NLP by evaluating translated texts through downstream tasks.

Machine TranslationNLPLLMs

Quantum-Classical ML Bridge

Knowledge distillation from classical to quantum models, boosting QNN accuracy by >2.5%.

QiskitPyTorchQuantum ML

Life Satisfaction Prediction

Achieved 93.80% accuracy with ML & LLMs. Applied XAI for explainability and well-being analysis.

PyTorchLLMsXAI

Web Data Extraction Engine

Led a 4-person team to build a scalable crawler and indexer with 95% accurate web data extraction.

PythonDjangoBeautifulSoupSQL