Operations & Research Associate, contributing to the organization’s ongoing research while overseeing cohort management and day-to-day operations. Their role bridges research and execution, supporting projects, coordinating cohorts, streamlining workflows, and helping build an effective and collaborative environment for learning and research.
Engineering Journals & Technical Reports (2)
Building a Reproducible NLP Dataset Quality Auditor
We built inference-audit, a reproducible Python toolkit for systematically auditing NLP dataset quality across five core dimensions.
The pipeline combines deterministic checks for label distribution, missing values, near-duplicates, language contamination, and annotation consistency.
Extensive testing and real-corpus evaluation exposed performance and reliability issues, leading to targeted fixes and measurable optimizations.
The final system emphasizes reproducibility, explicit failure states, citable evidence, and transparent limitations.
Building RUEmoCorp: Annotation Pipelines & Privacy-Preserving Dataset Curation for Roman Urdu
Engineering a 134K-sample multi-class emotion dataset and Transformer benchmark suite for low-resource South Asian NLP.