Pieces of Light
Here’s a quick look at some credentials and moments, each marking a step of growth or collaboration along the way. Click any card to explore more.

Calculus for Machine Learning and Data Science
Gained practical knowledge of calculus concepts such as limits, derivatives, and integrals, and applied them to optimisation and machine learning problems.
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Linear Algebra for Machine Learning and Data Science
Acquired a strong foundation in vectors, matrices, eigenvalues, and linear transformations, and learned how these tools support data science and machine learning algorithms.
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AWS Certified Solutions Architect – Professional
Demonstrated expertise in architecting and deploying large-scale, distributed systems on AWS.
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AWS Certified Solutions Architect – Associate
Validated the ability to design resilient, cost-optimized AWS workloads across core services.
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