Hi, I am Sidak

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.

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Experience

IBM

Sydney, Australia · January 2026 – February 2026

AI Technology Consultant Intern (UNSW CDEV3000)

  • 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.

University of New South Wales

Sydney, Australia · December 2025 – Present

Research Assistant

  • Contributing to two independent research projects under separate UNSW faculty members, focusing on applied machine learning and data-driven systems.
  • Designed and evaluated experimental pipelines, including data preprocessing, model benchmarking, and result interpretation.
  • Supporting literature review, technical documentation, and iterative prototyping to advance research outcomes toward publication-ready standards.

Prince of Wales Hospital

Sydney, Australia · September 2024 – December 2024

Security Student Project

  • Collaborated on a security-focused student project aimed at preventing baby milk bottle misidentification and enhancing safety protocols.
  • Proposed a secure tagging system to ensure accurate tracking and delivery of expressed breast milk to the correct infant.
  • Engaged with nurses and hospital staff to gather insights, validate proposed solutions, and ensure alignment with daily needs and standards.

Webacy

Sydney, Australia · Remote · August 2024 – September 2024

Externship - Web3 Security Data Analytics

  • Conduct detailed analysis and labeling of smart contract vulnerabilities, enhancing skills in data categorization and risk assessment.
  • Validate peers' data labels to ensure accuracy and reliability of data sets.
  • Perform frequency and correlation analysis of risk tags to identify the most prevalent vulnerabilities and their associations.
  • Utilize unsupervised machine learning techniques for cluster analysis, discovering patterns and commonalities among smart contracts to profile risks effectively.
  • Demonstrate proficiency in SQL, Excel, and Tableau for complex data analysis, manipulation, and visualization of smart contract vulnerabilities and risk profiles.

Projects

Email Prioritizer App

An app that helps prioritize and manage your inbox by intelligently ranking emails by importance and urgency.

ReactLLMSupabaseHugging Face Transformers
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Dog Breed Prediction

A machine learning project that identifies dog breeds from images using computer vision and deep learning.

PythonTensorFlowCNN
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Premier League Game Prediction

Predicts outcomes of Premier League matches using historical data, team stats, and machine learning models.

PythonMLData Analysis
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More on GitHub

Explore more of my projects, contributions, and code on GitHub.

GitHub
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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.

Let us Connect

I am always open to discussing new opportunities, collaborations, or just having a chat about technology and innovation.

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