Research
Selected publications
Preprints, open benchmark datasets, and applied research artifacts in AI systems, data infrastructure, and privacy-preserving computation.
Aug 2025
Sounds & NLP: A Unified Denoising and Adaptation Framework for Self-Supervised Bengali Dialectal ASR
1st author. Proposes a unified denoising and domain adaptation framework for self-supervised Bengali dialectal ASR. Addresses low-resource speech recognition across regional dialects.
Feb 2026
An Empirical Benchmark Dataset for Paillier-Based Privacy-Preserving REST API Gateways
homomorphic_request — comprehensive benchmark dataset for Paillier-based homomorphic encryption in privacy-preserving REST API gateways under realistic conditions. Covers concurrency scaling, batch variation, homomorphic overhead, burst traffic, and fault injection with per-request telemetry. Reproducible Go harness. Affiliation: Daffodil International University. DOI: 10.5281/zenodo.18655966