Open to SWE Internships · Melbourne, AU

Ayden Narayan

3rd-year Mathematics & Advanced Computer Science student at Monash University.

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// about

Who I am

I'm a Mathematics and Advanced Computer Science student at Monash and I research in quantum approaches in inference within Bayesian networks. I also really love music.

University
Monash University
Degree
B.CompSci Adv (Honours)
Location
Melbourne, AU

// skills

What I work with

Languages
Python Java C JavaScript SQL
Tools
Git Linux / Bash VS Code pytest
Coursework (CS)
Adv Algorithms & DS Computer Architecture Databases Parallel Computation OOP Design and Implementation
Coursework (Math)
Adv Calculus III Adv Linear Algebra Real Analysis Complex Analysis Network Mathematics Theory of Computation

// projects

What I've built

Bayesian Network Inference Engine

Implemented junction tree (clique tree) inference using the Hugin / Lauritzen–Spiegelhalter message-passing algorithm in Python. Built clique potentials, separator set operations, and a two-phase collect–distribute propagation loop from scratch. Demonstrated on the classic Asia diagnostic network with full support for evidence insertion and marginal query answering over arbitrary variables.

Python Probabilistic Graphical Models Message Passing Bayesian Inference

// experience

Where I've been

2024 — Present
Access Monash Mentor Leader
Monash University
As an Access Monash Mentor Leader, I led and supported a team of peer mentors in delivering structured mentoring sessions designed to improve the transition experience for commencing students. I took responsibility for coordinating mentor activities, ensuring consistency and quality across sessions, and fostering an inclusive, supportive environment that encouraged student engagement and confidence.
I acted as a key point of contact between mentors and program coordinators, helping to streamline communication, resolve issues efficiently, and maintain smooth program delivery. Beyond operational coordination, I contributed to shaping session delivery by guiding mentors in best practices for student support and engagement, with a focus on accessibility and early university success.
Through this role, I helped strengthen the impact of the Access Monash program by improving mentor effectiveness, enhancing session consistency, and supporting a positive transition experience for first-year students.

// education

Where I studied

2024 — 2027
Bachelor of Computer Science
Monash University
Specialising in Advanced Computer Science and majoring in Mathematics

// contact

Let's talk

I'm actively looking for software engineering internship opportunities. If you're hiring or want to chat, I'd love to hear from you.

Send me an email ↗
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