Researcher and project role

Research interests

Chronological evaluation of drift-affected sensor data, resource-constrained explainable AI, and reproducible research infrastructure connecting cloud compute, artifact publishing, and embedded deployment evidence.

Project role

Sole researcher and engineer on this project: research design, dataset validation, classical baseline implementation, chronological evaluation, and the reproducibility / multi-platform infrastructure documented throughout this site.

Technical responsibilities

• Experimental protocol design and chronological split policy
• Dataset acquisition, validation, and hash-based provenance
• Classical model implementation and evaluation
• Reproducibility infrastructure (Colab CLI, GitHub/Hugging Face/Kaggle bridge)
• This research portal

Links

• GitHub: Arungharami/Drift-Robust-TinyML-Research-System
• ORCID: not yet linked
• Google Scholar: not yet linked

Links above are shown only where verifiable; unlinked items are marked rather than guessed at.