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Publication

MILD: Mediator Agent System with Bidirectional Perception and Multi-Layered Alignment for Human-Vehicle Collaboration

An agentic mediator that aligns driver needs, vehicle perception, safety rules, and explainable driving strategies.

Publication

An Agentic LLM Framework for Adverse Media Screening in AML Compliance

An agentic RAG framework that automates adverse-media screening for AML and KYC compliance.

Publication

Cleaning Maintenance Logs with LLM Agents for Improved Predictive Maintenance

An evaluation of LLM agents for cleaning noisy maintenance logs used in predictive-maintenance pipelines.

Publication

Agentic Vehicles for Human-Centered Mobility: Definition, Prospects, and Synergistic Co-Development with Vehicle Autonomy

A framework distinguishing vehicle agency from autonomy and describing how both can co-develop for human-centered mobility.

Publication

Triplet Loss and its Applications to Driver Identification and Verification [WIP]

A major issue in driver identification is lack of enough data from the target group of drivers. In this work I use Triplet loss to train neural nets that learn to discriminate between small …

Publication

Driver Identification only using GPS trajectories: A Deep Learning Approach

This is one of my latest works in which I apply deep learning to problem of driver identification using GPS data collected from smartphone.

Publication

Evaluating the Security of Connected Vehicles