I'm a software engineer specializing in full stack web development and AI engineering. Currently, I'm wearing several hats:

• Lead AI Engineering @ Cistec AG:
  • Leading our AI engineering initiatives, developing robust ML/NLP pipelines, and integrating generative AI technologies.
  • Responsible for our AI platform and a wide range of features in our Clinical Information System, including:
    • PII pseudonymization using advanced ML/NLP techniques
    • Clinical text summarization and data extraction
    • Automated report generation
    • Text-to-insight solutions for actionable clinical insights
    • Text-to-SQL for complex healthcare data queries
    • Generative UI for intuitive clinical system interfaces
  • Navigating the regulatory landscape in Switzerland and the EU for AI in healthcare.
• Owner of Mickel Tech
• Co-founder at DocIQ
• Technical Advisor for various projects

My focus is on developing pragmatic and practical AI features that drive significant efficiency gains in healthcare, legaltech, and developer tooling. I'm deeply involved in:

• Building robust, scalable AI platforms for various industries, including healthcare and legal tech
• Exploring the potential of generative AI in enterprise settings and developer workflows
• Implementing AI solutions that seamlessly integrate into existing professional workflows
• Developing cutting-edge AI-powered tools for software development, including:
  • CodeWhisper: An advanced AI code assistant that outperforms other tools in benchmarks
  • End-to-end task implementation across entire codebases
  • Precision-guided context curation for LLMs in software development
• Creating AI-driven tools for contract lifecycle management
• Balancing innovation with regulatory compliance and data privacy across different sectors
• Leveraging NLP and LLMs to enhance document processing, code generation, and analysis
• Designing intuitive, AI-driven interfaces that improve developer productivity and decision-making
• Enabling AI to be a true collaborator in the software development process

I believe in harnessing the power of AI to drive meaningful change across industries. My focus is always on practical, real-world applications that deliver tangible results.

• 🌱 I'm currently learning everything 🤣
• 👯 I'm looking to collaborate with other content creators
• 🥅 2024 Goals: Dive further into Deep Learning

• ☎️ For advice and consultancy you can Book a call with me.

• 💬 If you have any question/feedback, please do not hesitate to reach out to me on Twitter!

• Building a GPT-4 Powered Chatbot with Node.js: Unlimited Context and Chat History in Under 100 Lines of Code
• The Importance of Context in AI: Garbage In, Garbage Out

➡️ more blog posts (on Medium)...
➡️ more blog posts (on Substack)...

If you found my work helpful or just want to support me, you can buy me a coffee or sponsor me! Any contribution is greatly appreciated and will go towards funding my various projects, including covering my exorbitant OpenAI API bill (just kidding, but those models can be expensive!). Your support will help me continue creating useful content and building exciting new things. Thank you in advance for your generosity!

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