Ryan Twemlow 27 Campbells Run, Berry 2535 | ratwemlow@gmail.com | (61) 480 149 146 | github.com/Raz200327 Education University of Wollongong , Bachelor of Computer Science & Electrical Engineering 2023 – Present Diploma of Screen & Media 2019 – 2021 Experience AI Research & Implementation , Gemma.app – Sydney 2026 - Present • Evaluated and deployed local small language models (SLMs) for business workflows, prioritising low-cost, on-prem inference • Built a Dockerised inference stack (Ollama + API services) to accelerate and standardise model deployment and integration Software Engineer - Intern , Binary Tech – Wollongong 2025 • Developed an in-house unit testing system catered for the .NET framework • Designed and implemented the testing framework architecture to increase development velocity across the software team Software Engineer - Intern , Sample Assist – Wollongong 2024 – 2025 • Served as backend engineer on the Digiwize project • Designed, implemented and rigorously tested proprietary software tools for Sample Assist PASS Leader , University of Wollongong – Wollongong 2023 – Present • Develop peer-assisted learning sessions for the CSIT115, CSIT121 & CSIT110 subjects Projects Quizz quizz.com.au • Web app that uses artificial intelligence to generate quizzes for students and teachers • Created to solve the problem of finding good quizzes or making them for studying • Allows users to easily create and take quizzes on any topic • Tools Used: Flask, Javascript SpamGPT • Decoder only transformer trained to classify phishing/spam emails. • Reached a 98.98% test accuracy • Tools Used: PyTorch Research Scholarship - Graph Neural Networks • Research project focused on Graph Neural Networks under the supervision of Dr Shixun Huang Skills Programming Languages: Python, Typescript, C++ Web Development: Frontend and backend design, UI/UX, responsive design Animation/VFX: Experienced in After Effects, Premier Pro, DaVinci Resolve, and Blender Photographer/Videographer: Experienced in videography and photography Awards • Dean’s Scholar (2025) • Dean’s Merit List (2025) • Dean’s Merit List (2024) • Winner, Senior Animation Screen It • Winner, SCINEMA International Film Festival • Summer Research Scholarship Links GitHub: github.com/Raz200327 YouTube: Animation Portfolio Letter of Recommendation From: Alison Rada Peer Academic Programs Coordinator University of Wollongong June 28, 2024 I would like to recommend Ryan Twemlow for any future employment opportunities. I have had the pleasure of working with Ryan as a PASS Leader at the University of Wollongong, and I can confidently attest to his exceptional abilities, dedication, and commitment to student success. Ryan has consistently demonstrated a high level of professionalism, independence, and self-reliance in his role. He takes ownership of his responsibilities, planning engaging and interactive PASS sessions that cater to the diverse needs of students. His ability to adapt to changing circumstances and prioritise flexibility is remarkable, ensuring that sessions remain relevant and valuable for students. Ryan’s exceptional communication skills have been a significant asset in facilitating effective collaboration with colleagues and students. He is an active listener, able to establish a deep understanding of each student’s level of competency and tailors his sessions accordingly. His willingness to seek feedback and address concerns is evident in his open communication style. As a PASS Leader, Ryan has consistently received positive feedback from students, mentors, and colleagues alike. His passion for helping students achieve their academic best has created a positive and thriving learning environment. He has demonstrated exceptional drive and motivation, often going above and beyond to ensure student success. One of Ryan’s greatest strengths is his ability to think creatively and resourcefully when faced with challenges. He is willing to explore unconventional ideas and approaches, always striving for innovative solutions. Throughout his tenure as a PASS Leader, Ryan has consistently demonstrated reliability, adaptability, and a commitment to teamwork. He is always willing to fill in for other leaders on short notice, even in unfamiliar subjects, showcasing his reliability and willingness to support the team. I highly recommend Ryan Twemlow for any position that requires strong communication skills, adaptability, creativity, and a passion for education. He is an exceptional employee who will undoubtedly bring value to any organisation.