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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Starstruckx2

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Starstruckx2

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flo7up/README.md

Florian Follonier

Applied AI architect and hands-on builder at Microsoft. I turn AI strategy into secure, operable systems.

I work on agentic applications, evaluation, observability, enterprise integration, and the engineering required to move from prototype to production.

Selected work

ProjectWhat it demonstrates
AI Web Scraping PipelineAgentic discovery, structured extraction, grounded review, deduplication, and Azure deployment. It powers AIUseCaseHub, which tracks nearly 4,000 source-linked enterprise AI use cases.
SWE-RL Forge LiteReproducible coding-agent evaluation using real pull requests, Dockerized tests, executable rewards, and rule-based quality gates.
Relataly Python TutorialsNearly 160 stars and 90+ forks across practical machine-learning, deep-learning, and analytics notebooks.
Swiss German Transcription BenchmarkEvaluation across Swiss German dialects using WER, CER, latency, and reproducible benchmark runs.

Current focus

AI agentsevaluationobservabilityRAGMicrosoft FoundryAzurePythonTypeScript

AIUseCaseHub · Projects · LinkedIn

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  1. ai-web-scraping-pipelineai-web-scraping-pipelinePublic

    Open-source agentic AI web scraping pipeline for discovering, extracting, deduplicating, and reviewing structured data from public websites using Azure Functions, Cosmos DB, Azure OpenAI, and Micro…

    Python 2 2

  2. swe-rl-forge-liteswe-rl-forge-litePublic

    A lightweight, open-source framework that turns historical GitHub pull requests into reproducible, verifiable software-engineering tasks for training and evaluating coding agents.

    Python

  3. relataly-public-python-tutorialsrelataly-public-python-tutorialsPublic

    Popular collection of practical Python notebooks for machine learning, deep learning, time series, generative AI, and analytics.

    Jupyter Notebook 161 97

  4. Swiss-german-transcription-test-benchSwiss-german-transcription-test-benchPublic

    Evaluate Microsoft Foundry speech models on Swiss German using SwissDial, WER/CER, latency, and reproducible benchmark runs.

    Python

  5. Agent-Workshop-AI-AcceleratorAgent-Workshop-AI-AcceleratorPublic

    Hands-on Azure AI Agent workshop using Bing Search, Azure Blob Storage, Microsoft Foundry, and Python.

    Jupyter Notebook 9

  6. PodcastAnythingPodcastAnythingPublic

    Turn anything into an AI-generated podcast conversation using Azure Speech and Azure OpenAI

    Python 6