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| Jul 1, 2023 | Completed AI300: Deploying Machine Learning Systems to the Cloud and attained Artificial Intelligence Nanodegree with Heicoders Academy |
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| Mar 1, 2023 | Attained AWS Certified Cloud Practitioner @ Amazon Web Services  |
| Oct 1, 2022 | Completed Data Scientist with Python @ Datacamp 🎉 |
| Dec 1, 2021 | Commencement of mid-career transition programme - Technology in Finance Immersion Programme. |