Curriculum Vitae

CV

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Education
2024 – 2026
Master's Program in Electronic Engineering (Automation & Instrumentation)Universidad Nacional de San Agustin de Arequipa (UNSA) · Arequipa, PeruCoursework and thesis research completed; graduate procedures in progress.
Graduated
B.Sc. in Electronic EngineeringUniversidad Nacional de San Antonio Abad del Cusco (UNSAAC) · Cusco, Peru
Academic Experience
2024 – Jan 2026
Contract LecturerUNSAAC · School of Electronic Engineering · Cusco, PeruTeaching in Artificial Intelligence, Digital Image Processing, Robotics, Embedded Systems, Control, and electronics laboratories.
Research Direction
Human-Centered AI for Intelligent Transportation Systems · Intelligent Mobility · Intelligent Vehicle Systems · Multimodal Human & Scene Understanding · Human-Aware Assistance & Automation · Trustworthy and Explainable AI · Human-AI Interaction · Embedded / Edge AI
Academic Impact
240
Citations
Google Scholar · weekly sync
5
h-index
3
i10-index
Selected Research Outputs
2026
Confidence-Controlled XAI Auditing for Pedestrian Detection under Domain ShiftIEEE ICVES 2026 · Accepted, Regular Paper · Code
2026
Driver-grouped conformal risk control for graded longitudinal fallback in Level 2 automated drivingJournal manuscript under review · M.Sc. thesis research
2026
Beyond aggregate scores: Deployment-aware and non-compensatory benchmarking of vision-based eye-state recognition models for driver monitoringarXiv:2606.08123 · Preprint · Code
2024
A real-time embedded system for driver drowsiness detection...Sensors 24(19), 6261 · 69 citations
2023
A CNN-based approach for driver drowsiness detection by real-time eye state identificationApplied Sciences 13(13), 7849 · 116 citations
Recognition & Awards
2024
RENACYT Level V ResearcherCONCYTEC · Peru national researcher registry
2022
1st Place · First Andean HackathonInternational six-country competition
2019–2021
1st Place ×3Regional and national robotics competitions
Selected Peer Review Activity
JournalPublisher
Scientific ReportsNature Portfolio
ACM Transactions on Intelligent Systems and TechnologyACM
Scientific DataNature Portfolio
Journal of Ambient Intelligence and Humanized ComputingSpringer
Discover Artificial Intelligence / Applied Sciences / Electronics / Internet of ThingsSpringer Nature
IAES International Journal of Artificial IntelligenceIAES

Selected activity shown here to avoid stale review counts. Current verified record: ORCID 0000-0002-9833-0213.

Technical Skills
AI / ML
PyTorch · TensorFlow · scikit-learn · TensorRT · YOLO · Explainable AI (D-RISE, EigenCAM) · conformal risk control
Vision
OpenCV · MediaPipe · eye tracking · gaze dynamics · facial landmarks · RGB/NIR imaging · RGB-D / IR depth sensing
Edge / Embedded
NVIDIA Jetson Nano · inference benchmarking · optimization · real-time deployment
Programming
Python · C++ · MATLAB
Languages
Spanish (native) · English (intermediate)
Academic Direction & Collaboration
Fall 2027
Building a research-and-teaching trajectory in Human-Centered AI for Intelligent Transportation Systems, with a focus on Intelligent Mobility and spanning intelligent vehicles, multimodal perception, human-aware assistance, trustworthy AI, and deployable systems. Current interests include human and scene understanding, adaptive decision support, robustness and interpretability, shared and automated driving, and edge AI for safety-critical mobility. I am interested in international research collaborations, joint publications, academic exchanges, and advanced research training.Contact: rubendfz2206@gmail.com