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.

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Sidak Harnoor Singh

Experience

Click a role to expand the details.

  • Designing and developing scalable internal systems across 8+ independently deployed Next.js applications, integrating shared authentication, reusable components, and a consistent design system.
  • Supporting AI adoption by evaluating emerging technologies, implementing AI-assisted automations, and improving internal workflows to reduce manual effort.
  • Developing intelligent internal tools, including an organisational knowledge platform, enterprise mapping, B2B client portals, and project management systems.
  • Contributing to AVA, the organisation's expression system, by developing AI-powered capabilities to improve organisational intelligence, knowledge sharing, and communication.
  • Standardising cross-application infrastructure using Neon PostgreSQL, Vercel CI/CD, GitHub integration, and shared libraries to improve maintainability and scalability.

Projects

Email Prioritizer App

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

ReactLLMSupabaseHugging Face Transformers
View Project

AWS Movie Recommender System

A scalable movie recommendation system built on AWS, leveraging collaborative filtering and cloud infrastructure to deliver personalized recommendations.

XGBoostFastAPIAWS
View Project

Player Scouting System

A fun ML project that finds football players with a similar statistical playing style.

Pythonscikit-learnStreamlit
View Project

More on GitHub

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

GitHub
View Projects

Skills

Tools and technologies I reach for across full-stack, AI/ML, and cloud work.

PythonJavaScriptReactAWSFastAPISupabaseLangChainRAG PipelinesLLMsPrompt EngineeringXGBoostHugging Face TransformersMachine LearningDeep LearningNLPComputer VisionPyTorchTensorFlowScikit-learnNumPyPandasVector DatabasesMLflowDockerREST APIsStatisticsData VisualizationJupyterLinuxCI/CDSQLTableauExcelGit & GitHub

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's Connect

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