This page focuses on intentional case studies rather than a repository dump. Each project is framed through the problem, the system design, the key technical decisions, and the reason the work matters in practice.
Use these filters to jump directly to speech, AI and agent systems, fraud analysis, or security-related case studies.
Showing 3 of 3 projects
A research case study on federated learning privacy leakage, gradient inversion risk, and defense trade-offs for sensitive collaborative training.
Readiness
Research seedA security research direction with public threat-model framing and supporting references.
Last reviewed: May 7, 2026
Doctoral Researcher
Open case study
A research-led case study on retrieval-augmented fraud conversation analysis, designed to keep LLM outputs grounded in transcript evidence for high-stakes review.
Readiness
Research seedA research-led case study framing grounded RAG as an analyst review workflow.
Last reviewed: May 7, 2026
Doctoral Researcher
Open case study
An evidence-aware speech intelligence pipeline using ASR, retrieval, and LLM extraction to turn long-form conversational audio into structured, reviewable outputs.
Readiness
PrototypeA public case study for an evidence-aware ASR, retrieval, and LLM extraction workflow.
Last reviewed: May 7, 2026
Doctoral Researcher
Open case studyIf a case study is relevant, the next useful comparison is usually the research agenda, a writing sample, or a direct conversation.