Curriculum vitae · updated 2026-07-26
Research and engineering CV.
Machine-learning research, biomedical applications, teaching, and selected production-engineering experience.
Research interests
Interpretable biomedical machine learning; biomedical signal learning; kernel and representation learning; data efficiency; robustness, uncertainty, and evaluation under distribution shift.
Education
MSc, Artificial Intelligence
Islamic Azad University, Science and Research Branch. First-semester GPA 17.83/20; selected coursework includes Machine Learning and Deep Learning.
BSc, Computer Engineering
Sharif University of Technology. Final project on an AI-supported gamified learning application.
Peer-reviewed publications
Quantum Angle–distance kernel for ECG classification and anomaly detection: a quantum-inspired framework for biomedical signal analysis
Arman Salehi, Hamid Reza Goudarzi, Ashkan Heydarian. BioData Mining. doi:10.1186/s13040-026-00519-3
Interpretable heart disease risk prediction via FCA-constrained logistic regression
Arman Salehi, Ashkan Heydarian, Hamid Reza Goudarzi, Zahra Farzin Rad. Health Informatics Journal. doi:10.1177/14604582261444612
Meta-Optimized Risk-Aware Portfolio Management: A Hybrid Deep Reinforcement Learning and LSTM-GRU Ensemble
Majid Sorouri, Deniz NoorMohammadzadehMaleki, Arman Salehi, Amirfarhad Farhadi, Azadeh Zamanifar. 2025 10th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM). doi:10.1109/SEEDA-CECNSM68644.2025.11329752
Teaching and service
Teaching Assistant, Machine Learning · Islamic Azad University, Science and Research Branch
Tutorials, assignment support, and assessment.
Volunteer Python and software-testing instructor · Community instruction
Programming instruction and career support for under-resourced young learners.
Selected engineering experience
Research & Development Engineer · Tehran Smart Grid Command Center
Research and engineering for intelligent software supporting power-network operations and emergency response.
Backend Lead · Islamic Azad University platform
Backend architecture and performance for a student and alumni job-networking platform.
Software Engineer · Nexu, Spain
Data-intensive backend systems for intelligent decision workflows.
Software Engineer · System Group (Hamkaran System)
Testing infrastructure and automated reliability work for enterprise software.
Co-founder & CTO · Bamachoob
Technical leadership, hiring, and software systems for warehouse and transportation operations.
Methods and tools
Kernel methods, support vector machines, logistic regression, Formal Concept Analysis, deep learning, reinforcement learning, time-series modeling, model evaluation, Python, Go, Java, JavaScript, SQL, and NoSQL systems.