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A confidential seven-day longevity assessment in our Lake Zurich residence. 500+ biomarkers, advanced imaging and integrated psychiatric care — guided by a Nobel-laureate medical advisory board, one client at a time.

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Suraj Parmar. Applied AI in Toronto, fine-tuning small models and the evaluation frameworks around them.

Hi, I’m Parul. I work in AI education and developer relations, creating courses, workshops, and practical projects that help people use AI and machine learning tools. I created the LinkedIn Learning course Practical LLMs for Modern Data Science, delivered an O’Reilly workshop on marimo for AI and ML development, and am currently working with marimo to create a course on using reactive notebooks for AI and machine learning. I’ve previously worked at H2O.ai as a Principal Data Scientist and at Wei

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