New Zealand Job Market Analysis
An end-to-end data science project exploring New Zealand's employment landscape—from raw public data to reproducible insights and a monthly forecasting model.
View case studyBased in India · Open to New Zealand opportunities
I'm Kamal Singh—a software engineer moving deeper into data science and AI. I turn complex problems into clear, dependable digital products.
Selected work
Each project is documented as a case study: the question, process, trade-offs, results and what I would improve next.
An end-to-end data science project exploring New Zealand's employment landscape—from raw public data to reproducible insights and a monthly forecasting model.
View case studyA focused machine-learning case study is in development. It will document the problem, decisions, evaluation and practical impact—not just the final model.
View case studyAbout me
My path spans full-stack software engineering, Canadian postgraduate study and hands-on data analysis.
I enjoy work that sits between technical depth and human usefulness—where clean code, sound analysis and clear communication matter equally.
I'm currently strengthening my applied machine-learning portfolio as I prepare for postgraduate study and future Data/AI opportunities in New Zealand.
Python, TypeScript, JavaScript, SQL, C#
Pandas, scikit-learn, Matplotlib, Power BI, Jupyter
Next.js, React, Tailwind CSS, ASP.NET, REST APIs
Git, GitHub, SQL Server, Entity Framework
Experience & education
2026 — Present
Professional development
Building portfolio-grade projects in Python, analytics and machine learning with an emphasis on reproducibility and clear communication.
Canada
Durham College · GPA 4.45
Applied statistics, data visualization, business intelligence and analytical problem-solving.
Canada
George Brown College · GPA 3.63
Modern application development, user-centered interfaces and full-stack engineering practices.
India
Kellton Tech Solutions Limited
Built full-stack features for the NCS credit-reporting platform using ASP.NET, Entity Framework, SQL Server, HTML, CSS and jQuery.
2014
The NorthCap University
Established a foundation in software engineering, algorithms, databases and computer systems.
Start a conversation
I'm open to conversations about postgraduate study, software engineering and Data/AI opportunities.
kamalpreetsingh025@gmail.com