About Me

My passion lies at the intersection of quantum computing and distributed systems. I am actively involved in researching on Quantum Machine Learning/Federated (QML/QFL), developing robust algorithms designed to optimize model performance while guaranteeing security and data privacy across complex networks. I have equal enthusiasm for software development, where I enjoy and aim on translating concepts into scalable, real-world tools. Furthermore, I am deeply committed to teaching and mentoring, believing that sharing technical knowledge is crucial for growing the next generation of innovators in this field.

Education.

Ph.D. Candidate in Quantum Federated Learning

Mar 2022 – 2026 (Thesis Submitted)

Deakin University, Burwood, VIC, Australia

Research Focus: Quantum Federated Learning (QFL), Machine Learning, Wireless Communications, and Quantum Computing.

Papers: Authored 16 first-authored papers.
7 Accepted Publications: 4 Q1 Journals (Computer Networks, TAI, FGCS, TSNM) and ICLR Tiny Papers. 9 Under Review/Revision: Top-tier Q1/A,A* venues including TN, TMC, TIFS, and IoT Journal.
Algorithm Design & Implementation: Developed novel QFL algorithms to enhance performance, security, and privacy.
Expertise in Qiskit, PennyLane, TensorCircuit, and MATLAB for quantum circuit simulation.
Security & Cryptography: Advanced competencies in Quantum/Post-Quantum Cryptography (PQC), Privacy Protocols (Differential Privacy), and Blockchain.
Dataset Versatility: Extensive experience with diverse datasets including Genomic, IRIS, MNIST/CIFAR, EuroSat, and Waymo/KITTI/nuScenes.

Technical Proficiency: Expert use of Python, LaTeX/Overleaf, and Git for collaborative research and experimental design.

Master of Computer Science (Distinction)

Mar 2019 – Dec 2020 (WAM: 81.14%)

University of Wollongong, Wollongong, NSW, Australia

Specialized in dual majors: Machine Learning and Big Data & Intelligent Systems.

Academic Excellence: Graduated with Distinction (81%).
Data Structures & Algorithms (89) | Computational Intelligence (89) | Perception & Planning (80) | Professional Project (94)
Other Subjects: Machine Learning & Algorithms (72), Big Data Analytics (70), Computer Vision (69), and IT Project Management (89).
Research Foundation: This degree served as the origin of my research interests.
Extensive project work in Python, Java, C++, R, and React JS, involving Research Proposals and technical reports.
Technical Expertise: Advanced proficiency in Overleaf and LaTeX for scientific documentation and project management.

Robotics & Intelligence: Hands-on experience with LEGO Mindstorm EV3 projects for Perception and Planning.

Master of Research (Computer Science) / M.E. (Computer Engineering)

2021 / 2014

RMIT University / Kathmandu University

RMIT University (Jun 2021 – Oct 2021)
Master of Science by Research | Trustworthy Edge Computing Group
Engaged in weekly research meetings with a highly supportive supervisor; developed core skills in Research Methodology and Critical Thinking before withdrawing for personal reasons.
Kathmandu University (KU) (2014)
Master of Computer Engineering | Group Projects
Completed initial coursework and group projects. An amazing environment to study (and great food!); Incomplete first semester to relocate to Australia.

Still receive and follow Bruce Schneier’s security newsletters.

Bachelor of Computer Engineering

Mar 2006 – Dec 2010 (Overall SGPA: 3.05/4.0)

Pokhara University, Pokhara, Nepal

Pokhara Engineering College (Affiliated to Pokhara University)

Academic Excellence: Partial Fee Scholarship
Highest SGPA: 3.78/4.0 | Semester Topper Certificate (3.77)
Core Competencies: Extensive study in Data Structures, Algorithms, DBMS, DSP, and AI
Programming Proficiency: Hands-on experience with C/C++, Java, and C#.NET
Leadership & Awards: Elected Vice President of Student Union through Voting
Best Footballer | Chess Runner-up | Software Competition Runner-up | Basketball High Scorer

Activities: Actively involved in musical, sports, and various extra-curricular activities throughout the degree.

Schooling and +2 Science

Completed Dec 2005

Multiple Institutions (Nepal)

Key Institutions & Achievements:

Sagarmatha Higher Secondary School, Pokhara (+2 Science)
Grade 11 Topper (Math: 91/100) | College Topper Certificate
Tops Boarding School, Pokhara (Grade 9-10)
School SLC Topper Certificate
Notre Dame School, Bandipur (Nursery to Grade 8)
Top 3 Rank Holder | Consistent ~80-85% Academic Average

Academic Excellence: Awarded full/partial merit-based fee scholarships throughout high school and primary education. Leadership & Activities: Served as Student Council President (Selected by Teachers); actively involved in various musical, sports, and extra-curricular programs.

Research & Professional Experience

Casual Research Assistant & Casual Academic (GRTF)

Apr 2022 – Present

Deakin University, Burwood, Victoria

Delivered educational and research support across 5+ trimesters, achieving 100% student satisfaction in multiple on-campus workshops.
Developed comprehensive educational resources, including task sheets and detailed demonstration code maintained via OnTrack and GitHub.
Key Roles & Contributions:
- Casual Research Assistant (Aug 2025 – Present)
  Focus: Wireless Communication, CSI, Cooperative Communications, and Tactical Networks. Utilized Python and MATLAB for advanced experimentation.
- Casual Academic / GRTF (Apr 2022 – Oct 2025)
  Units & Tech: SIT120 (Responsive Web - Vue.js), SIT305/708 (Mobile App Dev - Android/Kotlin), SIT718.
  
  Responsibilities: Running tutorials/workshops, delivering lecture demos, conducting Help-Hub sessions, and marking.
Source Codes: Maintained public repositories:
- https://github.com/dgdeakin
- https://github.com/sit3057082025
Demo Content Includes: Backend development with LLMs (HuggingFace, Ollama), Android systems, Web applications, and database solutions (MongoDB, GoogleMaps API).

Software Developer

2013 – 2015 (Approx. 2 years)

Javra Software & New IT Venture (Nepal)

Collaborated with cross-functional teams (backend, frontend, UI) and utilized Java and XML for core Android application development.
Integrated and worked extensively with REST APIs to ensure seamless communication with backend services.
Company Experience & Projects:
- Javra Software [www.javra.com]
  Android Developer (Apr 2014 - Jul 2014)
  Developed the Roparun project from scratch, including user uploads, social feeds, Twitter integration, and geolocation messaging.
- New IT Venture [www.newitventure.com]
  Android Developer (Apr 2013 - Mar 2014)
  Launched various mobile and smart TV applications, including VideoChautari, Video On Demand, and a Roku TV app.

Teaching Instructor & Academic

Apr 2010 – Jan 2015

Various Institutions (Nepal)

Instructed and mentored undergraduate students (BE, BBA, BScIT) across multiple institutions in foundational and advanced programming subjects.
Courses taught include C/C++, Java, and specialized modules like Android App Development (class size 30-40+ students).
Conducted practical lab sessions, provided hands-on assistance, and managed system/networking duties in computer labs.
Key Institutions & Roles:
- Academia International College [www.academiacollege.edu.np]
  Mobile Apps Development Instructor (Sep 2014 - Dec 2014)
- Pokhara Engineering College [www.pec.edu.np]
  Teaching Assistant (June 2011 - May 2012)
- Pokhara Multiple Campus [www.janapriya.edu.np]
  Computer Instructor (Dec 2010 - May 2012)
Worked as primary school teacher and higher secondary school teacher in early career stages.

Technical Skills

Programming

Quantum

Qiskit | PennyLane | TensorCircuit | VQC, QCNN, NeuralNetworkClassifier, SamplerQNN

ML Libraries

TensorFlow | PyTorch | Pandas | NumPy

Backend

Web

HTML/CSS | Vue | React | Angular | Next JS

Mobile

Java | Swift | Flutter

Tools

Git | LaTeX/Overleaf | Visual Studio Code | MATLAB

Platforms

Heroku | Digitial Ocean | Python AnyWhere | Cloudinary

Datasets

IRIS | MNIST, CIFAR etc. | Genomic | Waymo, KITTI, nuScenes | EuroSat,LandStat

OS

WINDOWS | MAC | WSL

Other

Wireless Communication | Post-Quantum Cryptography | Quantum Cryptography | Blockchain

Note: Developed at least one project/program utilizing each listed language and tool.

Awards & Recognition.

Academic Excellence

SLC School Topper, College Topper, and Semester Topper recognition with Certificates across high school and bachelor’s degree, resulting in full/partial fee scholarships and awards.

Competition

Runner-Up in a Software Competition for developing a School Routine Maker project using C#.NET.

Leadership

Elected First President of the School Student Council (by faculty Grade 10 by Teachers) and Elected Vice President of the Bachelor College Student Union (by actual voting by all faculty/year students).

Scholarship

Received multiple Fee Scholarships throughout all levels of education (High School, College, Bachelor’s/Master's Degree, PhD RTP Scholarship).

Certifications

Qiskit Global Summer School 2025 - Quantum Excellence— IBM [Credential Link]

Computer Engineer Certification— Nepal Engineering Council

Other Details

Nationality:Australian Citizen

PTE Score:Overall Score: 75 (Dec 2020) | Speaking: 90, Reading: 76, Listening: 76, Writing: 70

Hobbies & Interests

"Music, Singing and Playing Guitar - I have been involved in music, playing guitar, flute etc. for more than 20 years now."

"Travel and Photography - I am novice wannabe photographer, love cameras, DSLRs etc."

"I frequently play chess on mobile app, The only mobile game I play sometimes. I used to play football, volleyball, table tennis, basketball a lot, but due to time constraints not much these days."

"Research is not just my work, it have been very satisfying journey for me, being startled on new ideas proposed by others, come up with novel algorithms, solutions thrills me"

"I love Coding/Software Development, it is amazing how few line of codes can do wonders and create amazing software. I had my first software company registered in Nepal, under which I developed multiple software and mobile apps downloaded by thousands."

"Meditation (This is personal, but just mentioning here as I believe human beings are not just body/machine - we have multi dimensions:Physical, Psychological, Emotional, Spiritual, Social, Intellectual, Materials etc)."

"Quantum computing has been new hobby for me, learning new concepts, it is going change everything!"

"I love reading scientific literature, spiritual books etc. "

"Zorba The Buddha""Einstein the Buddha""Choiceless Awareness""Love"

"I am a lifelong student, trying to know the world and myself through the lens of Quantum Computing and Meditation."