Architecting a Secure and Reliable Clinical AI Chatbot with LLMs
Architecting a secure Clinical AI Chatbot with OpenAI is not hard but critical. A guide on moving from scripts to OOP, ensuring safety and RWD compliance in Pharma.
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- The LabHere, you’ll find my code snippets, step-by-step explorations, and personal notes as I work through different topics; whether that’s coding, a data science problem, a statistical concept, or a bioinformatics method. I use these posts to archive my own learning, exploring or documenting process, but you are more than welcome to read along!
- PrototypesTangible builds. A showcase of deployed applications and MVPs that solve specific problems in the clinical data lifecycle.
- PerspectivesHere, you’ll find my musings on topics in data science, analytics, or bioinformatics, perhaps some commentary on articles or papers I’ve read, or just general updates on my own data journey. It’s less about the step-by-step process and more about sharing my perspective and ideas.
- Off-ScriptUnstructured data. Moments captured through a lens, miles conquered on a bike, and strategic games played away from the keyboard.
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- Home
- Informatics
- The LabHere, you’ll find my code snippets, step-by-step explorations, and personal notes as I work through different topics; whether that’s coding, a data science problem, a statistical concept, or a bioinformatics method. I use these posts to archive my own learning, exploring or documenting process, but you are more than welcome to read along!
- PrototypesTangible builds. A showcase of deployed applications and MVPs that solve specific problems in the clinical data lifecycle.
- PerspectivesHere, you’ll find my musings on topics in data science, analytics, or bioinformatics, perhaps some commentary on articles or papers I’ve read, or just general updates on my own data journey. It’s less about the step-by-step process and more about sharing my perspective and ideas.
- Off-ScriptUnstructured data. Moments captured through a lens, miles conquered on a bike, and strategic games played away from the keyboard.
- About
- Contact
- Home
- Informatics
- The LabHere, you’ll find my code snippets, step-by-step explorations, and personal notes as I work through different topics; whether that’s coding, a data science problem, a statistical concept, or a bioinformatics method. I use these posts to archive my own learning, exploring or documenting process, but you are more than welcome to read along!
- PrototypesTangible builds. A showcase of deployed applications and MVPs that solve specific problems in the clinical data lifecycle.
- PerspectivesHere, you’ll find my musings on topics in data science, analytics, or bioinformatics, perhaps some commentary on articles or papers I’ve read, or just general updates on my own data journey. It’s less about the step-by-step process and more about sharing my perspective and ideas.
- Off-ScriptUnstructured data. Moments captured through a lens, miles conquered on a bike, and strategic games played away from the keyboard.
- About
- Contact
The Lab
A digital workbench for raw ideas. Code snippets, Jupyter notebooks, and experimental workflows optimizing the transition from data to insight
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