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Fanny Guthmann's Projects

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Designed and deployed a FastAPI application on Azure using Docker. This application integrates a machine learning model for image segmentation to categorize clothing from photos, stores data in PostgreSQL, and offers outfit recommendations based on weather. Managed with Jenkins for CI/CD, it ensures optimal performance and scalability.

llm-quality-analyst icon llm-quality-analyst

Developed a Python app to evaluate language model responses against Wolfram Alpha's answers, processing 50 general knowledge questions for response time and accuracy. The system uses Redis over Docker to cache responses for efficiency and employs local LLMs with customized prompts to assess answer similarity, enhancing evaluation precision.

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👨‍🏫 Rust Programming Language Tutorials for Everyone!

tweet-analyzer icon tweet-analyzer

Developed a scalable micro-service architecture using Python Flask, Node.js, and PostgreSQL. Utilized Docker-Compose for prototyping, transitioning to Kubernetes for deployment. Integrated NGINX Ingress for efficient service interaction, focusing on automated data flows and dynamic web interfaces for tweet analysis.

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