Hi, I'm Sidak
I like building things.
Experienced in full-stack development, artificial intelligence, machine learning, and cloud platforms including AWS. Passionate about building machine learning projects focused on intelligent automation and data-driven problem solving. Open-source contributor and Kaggle user, actively engaged in technical and professional events including BSides Canberra 2024, Atlassian Sydney Datathon 2024 and more.
Experience
Click a role to expand the details.
- Designing an enterprise-focused Generative AI adoption strategy and developing a RAG-based prototype using LangChain to ground LLM responses in internal enterprise knowledge.
- Conducted role-based user segmentation and technical capability analysis to identify opportunities for AI-assisted augmentation versus end-to-end automation.
- Delivered a structured AI integration roadmap to IBM stakeholders, addressing phased deployment, change management, and responsible AI governance considerations.
Projects
Email Prioritizer App
An app that helps prioritize and manage your inbox by intelligently ranking emails by importance and urgency.
AWS Movie Recommender System
A scalable movie recommendation system built on AWS, leveraging collaborative filtering and cloud infrastructure to deliver personalized recommendations.
Premier League Game Prediction
Predicts outcomes of Premier League matches using historical data, team stats, and machine learning models.
Skills
Tools and technologies I reach for across full-stack, AI/ML, and cloud work.
Leadership & Involvement
Sponsorship Director
Punjabi Society, UNSW · May 2025 – Present
- Led sponsorship outreach by coordinating with executive board and external partners to secure financial support for cultural events.
Health and Wellbeing Ambassador
UNSW · September 2024 – December 2025
- Facilitated peer-to-peer workshops in partnership with university staff to design and promote mental health awareness initiatives.