Teaching
PhD course on Wireless Communications for the IoT AI in (for) 6G, (Data-driven) Optimization Spring 2024, Aalborg University
Performance and Reliability Analyses of Communication Networks (CE7-NDS, CE9-AVS, ES7, ES9) Fall 2023, Aalborg University
Advances in Electronic Systems (ES9) Semantic and Goal-oriented Communications Fall 2023, Aalborg University
PhD course on Wireless Communications for the IoT ML for IoT, TinyML, Data Valuation, Semantic and Goal-oriented Communications Fall 2023, Aalborg University
Dependable and Secure Distributed Systems (CE7-NDS ) Distributed Ledger Technologies (DLT), Smart Contracts, Internet of Things (IoT) Fall 2023, Aalborg University
Dependable and Secure Distributed Systems (CE7-NDS ) Distributed Ledger Technologies (DLT), Smart Contracts, Internet of Things (IoT) Fall 2022, Aalborg University
Project Supervision (AAU)
Masters Level, CE7-NDS (30 ECTS), Application of Double Deep Q-Learning for Malware Defence Fall 2023, Aalborg University
Masters Level, CE7-NDS (30 ECTS), Utilizing Smart Contracts in Blockchains to Relieve Grid Congestion Using Consumer Flexibility Fall 2023, Aalborg University
Masters Level, CT10-NDS (30 ECTS), Investigating the cost of ML-based fingerprinting localisation for integrated sensing and communication in cell-free massive MIMO systems Spring 2023, Aalborg University
Masters Level, MATTEK-10 (30 ECTS), Client selection in FL on non-iid data using conformal prediction Spring 2023, Aalborg University
Bachelors Level, ES-EIT5-516, Surveillance and intruder tracking system for drones, "Tracking of drones in restricted airspace" Fall 2022, Aalborg University
Talks
UBISS 2023: "UBICOMP 2023 Summer School" at the University of Oulu, Finland. [Workshop B Homepage] 17 June, 2023.
Invited Talk: "Value-of-Information (VoI) in Trajectory Estimation for Digital Twins" at Aalborg Robotic Challenge (ARC), Aalborg. Danish Data Science Academy (DDSA). [Workshop Homepage] 26 May, 2023.
Invited Talk: "Intelligent Resource Slicing for eMBB-URLLC Coexistence in 5G", CIP-N 2023, Kathmandu University, Dhulikhel, Nepal. [Conference Homepage] 6 April, 2023.
Invited Talk: "Decentralized Learning and IoT Data Market", Kathmandu University, Dhulikhel, Nepal. [Annoucement] 16 March, 2023.
Invited Talk: "Semantic Communications: A Data Valuation Perspective" at NTT-AAU Workshop 2023, Aalborg University, Denmark. 2 March, 2023.
Invited Talk: "Decentralized Learning and IoT Data Market" at Future of Communications, Villum Investigator Grant, CNT Annual Workshop 2022, Aalborg University, Denmark. [Workshop Homepage] 12 Dec, 2022.
Invited Talk: "Data Valuation in IoT Data Market: Pricing, Privacy and Learning" at University of West England, UK. 02 Nov, 2022.
Webinar: "Science and Research: Scope, Opportunities and Challenges" at Hrit Academy, Kathmandu, Nepal. Slides here: in Nepali, in English25 July, 2021.
Industry Experience
Network Engineer Huawei Technologies Nepal Co. Pvt. Ltd 2013 - 2016
- IP Network Planning, Design, and Implementation for Nepal Telecom 10M GSM Line Project (2G/3G)
- Low Level Design (LLD) for NT Kathmandu Rehabilitation Project
- L3 AGS Project, L2/L3 Network Configuration (s9303)
- OSS Engineer (U2000, U2000 HA implementation: planning, commissioning, configuration and troubleshooting)
- Transmission Network Engineer (OSN550/UA5000, IPMB, PVM/RTN910)
- Trainer, Transmission Network Products
Intern, Network Operations Subisu Cablenet Pvt. Ltd Summer 2013
- Internee support staff at NETOPS (NETwork Operation - Fiber Optics)
- Network Engineer (L2 Network and Cable Internet)
Academic Experience
Graduate Researcher, Networking Intelligence Lab, Department of Computer Science and Engineering, Kyung Hee University 2016 - Present.
Graduate Teaching Assistant with Professor. Nguyen H. Tran (at present with The University of Sydney, NSW, Australia) 2016 - 2018.
- CSE-710100, Advanced Probability and Statistics
- CSE-710400, Queuing Theory
- CSE-710200, Optimization Theory
- CSE-840200, Network Optimization
- AMTH-1004-03, Introduction to Linear Algebra
Graduate Project, Fault Resilient IoT Networks, Ministry of Science and ICT, Republic of Korea 2016 - Oct. 2020.
Collaborators: Kyung Hee University, KAIST, Seoul National University, Data Alliance (Industry Partner)
- M2M Communication Module, System Implementation
Undergraduate Projects, Kathmandu University 2009 - 2013.
- Final year research project Modeling and Simulation of WiMAX/IEEE 802.16e Physical Layer
- Miscellaneous projects 3D LED-Display, Wall Following Robot, IR Switch, Filters Design