Research
Research papers, talks, journal submissions, and white papers—directly linked.
An award-winning Python-based advanced text editor that pairs clean software architecture with UX-first features to speed up real-world editing workflows. Presented at IEEE International MRTM Conference - 2023 - Best Paper Award. Submitted and accepted for publication in IEEE Xplore (expected publication date: December 2024).
Lightning talk connecting modern quantum advances to practical cryptography choices—what changes, what breaks, and what gets stronger as quantum capabilities evolve. Lightning Talk delivered at 5th Conference for Communications and Networking (CoCoNet) - 2023.
End-to-end BERT-based NLP pipeline to detect signals of depression and suicidal tendency from text—covering data prep, fine-tuning, evaluation, and responsible interpretation. Presented at 5th Conference for Communications and Networking (CoCoNet) - 2023. Submitted and accepted for publication in Springer Lecture Notes in Electrical Engineering (expected publication date: December 2024).
Gradient-Boosted Federated Learning to flag anomalous bank transactions while preserving data locality—designed for reproducible training and evaluation across distributed clients. Submitted for publication in IEEE Access (Aug 2024). Current status: Under Review.
A security-focused white paper on LLM vulnerabilities, risk areas, and mitigation patterns. Submitted to HPE Parasparam 2024.
Runtime container behavior analytics for detecting suspicious activity in modern cloud-native stacks. Submitted to HPE Parasparam 2024.