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fiastros/README.md

Hi 👋, I'm Your Fiastros

Full Stack applied Data Scientist | AI Engineer | AI Enthusiast


🚀 About Me

  • 🔭 I’m currently working on Machine Learning & AI systems
  • 🌱 I’m exploring LLMs, MLOps & scalable ML architectures
  • 👯 I’m open to collaborating on AI & Data projects
  • 💬 Ask me about anything on : Python, Linux Servers, Deep Learning, ML System Design
  • 📫 Reach me at here: loicyng@gmail.com

🛠️ Tech Stack

💻 Operating Systems

LinuxLinux ServersmacOSWindows

👨‍💻 Programming Languages

PythonRBash

🤖 Machine Learning & AI

PyTorchTensorFlowScikit-LearnXGBoost

TransformersLLMsLlamaCppLangChainLangGraphChromaDBComputer VisionTime SeriesAnomaly Detection

☁️ Cloud & DevOps

AWSDockerGit

🗄️ Databases

PostgreSQLSQLiteMongoDBRedisAWS S3

⚙️ MLOps and Backend dev

MLflowFastAPIREST APIFlaskSQLAlchemyPydanticUvicorn


📊 GitHub Stats


📌 Personnal (Open Source) Projects

Projects in my repository are split into two categories: my personnal project and projects I work with/for my students as an assistant professor in biostatistics and artificial intelligence.

Project I made for my student:

  • 🔹 HappyFish – Android Application using flutter for data collection (tabular + photos)
  • 🔹 ensahvtoolssurvey – Web application survey PWA-compatible

Personnal projects:

  • 🔹 finder – Python web application for matching job applications with candidate cvs. Used Word-2-Vec for word-embedding and cosine-similarity to estimate best fit. Also use game-theory to optimize recruiter-candidate satisfaction.

  • 🔹 document_ai_models – Python web-application for NER (Named Entity Recognition). I trained and two-staged classifier (Detection and Classification).

  • 🔹 Cartography – Python web application for remote sensing. Using flask to api dev, vanilla javascript/css/html5 for front-end dev, and using SQLite and storage and tabular data.


📫 Connect With Me

LinkedInKaggleZindi


Profile view counter on GitHub

⭐ From Fiastros

Pinned Loading

  1. ensahvtoolssurveyensahvtoolssurveyPublic

    Web application survey PWA-compatible

    TypeScript

  2. HappyFishHappyFishPublic

    Android Application using flutter for data collection (tabular + photos)

    Dart

  3. finderfinderPublic

    project to match job offers and candidate's profiles.

    CSS

  4. document_ai_modelsdocument_ai_modelsPublic

    Repository of models trained for Document AI and OCR

    Jupyter Notebook

  5. CartographyCartographyPublic

    Web-aplication that allow farmers to visualize and monitor their crops.

    JavaScript

  6. Article-2---infectious-disease-modelingArticle-2---infectious-disease-modelingPublic

    Article in progress