Khalil Jahani
AI & Machine Learning Researcher | Lecturer | Digital Twin Specialist
Tehran, IR.About
Highly accomplished PhD Candidate in Computer Science-Artificial Intelligence with extensive research and teaching experience, specializing in Federated Learning, predictive maintenance, and Digital Twin technologies. Proven ability to lead complex projects, develop innovative AI/ML solutions, and effectively educate at the university level. Seeking to leverage advanced technical expertise and research acumen in a challenging role within AI/ML research or advanced engineering.
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Work
University of Tehran, Institute of Geophysics
Researcher
Islamic Azad University Tehran North Branch
Lecturer
Islamic Azad University Islamshahr Branch
Lecturer
Islamic Azad University Electronics Branch
Lecturer
Tehran Institute of Technology
Lecturer
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Education
Computer Science - Artificial Intelligence
University of Tehran (UT)
Information Technology engineering - Computer Networks
Iran University of Science and Technology (IUST)
Information Technology engineering
Iran University of Science and Technology (IUST)
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Publications
GlobalTECFormer: A Transformer-Based Architecture for High-Resolution Global TEC Forecasting Under Geomagnetic Disturbances.
Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Bridging Data Silos for Enhanced Predictive Maintenance: A Federated Learning Framework.
Journal of Artificial Intelligence, Applications, and Innovations
Secure PDM: A novel Byzantine Fault Tolerant federated learning framework using a robust PCA-based anomaly detection approach.
International Journal of Industrial Electronics Control and Optimization
A survey on data distribution challenges and solutions in vertical and horizontal federated learning.
Journal of Artificial Intelligence, Applications, and Innovations
PPFL: Privacy-preserving techniques in federated learning.
Journal of Artificial Intelligence, Applications, and Innovations
Considerations for using IEEE 802.3 Ethernet network architecture for data transmission in aircraft.
19th International Conference of the Iranian Aerospace Society (AERO2021)
Energy-Save in data centers with virtual machine migration management.
Academic Research
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Languages
English
Persian
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Certificates
Aircraft License Engineering (AML – CAT B2.) Electric & Electronic
International Aviation Organization (ICAO)-EASA / Civil Aviation Organization
Aviation Certificate (EASA): PART66, PART21, PART145, CS25, CS27, CS29
EASA / Civil Aviation Organization
Aircraft License Engineering (AML – CAT B1.) Airframe & Powerplant
International Aviation Organization (ICAO)-EASA / Civil Aviation Organization
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Skills
Artificial Intelligence & Machine Learning
Pytorch, TensorFlow, Keras, Federated Learning, Predictive Maintenance, Anomaly Detection, Digital Twins, AI, ML
Programming Languages
Python, MATLAB
Data Management & Databases
SQL Server
Cloud Platforms
Azure Platform
Computer Science Fundamentals
Computer Networks, Computer Graphics, Computer Simulation, Multimedia, Virtual Machine Management, IEEE 802.3 Ethernet
Robotics
Robotics
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