Skip to content
View Oguz-Guzel's full-sized avatar

Highlights

  • Pro

Organizations

@cp3-llbb @GoLP-IST @recotoolsbenchmarks

Block or report Oguz-Guzel

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Oguz-Guzel/README.md

Hi there, I'm Oğuz!

Experimental Particle Physics (HEP-CERN/CMS), Data Science and Machine Learning

Core programming & Tools


Featured Projects

  • Synthific – AI Synthetic Data Generator: A zero-cost, high-speed synthetic data generation platform using Google Gemini API (gemini-3.1-flash-lite) for converting natural language prompts into structured tabular data schemas and @faker-js/faker for millisecond-scale bulk row synthesis. Built with Next.js 14 (App Router), TypeScript, and Tailwind CSS, automatically deployed via Vercel CI/CD. Check out the live app https://synthific.vercel.app.

  • FastAPI XGBoost deployment: End-to-end machine learning pipeline: training an XGBoost anomaly detection model and serving it via FastAPI and Docker; source code and live link at https://github.com/Oguz-Guzel/fastapi-xgboost-deployment


Talks

  • PhD defense at UCLouvain presentation
  • Conference talk: “EFT interpretations in the Higgs sector at the CMS experiment” — DIS2024, Grenoble, FRANCE. Presentation
  • Conference talk: “Higgs self-coupling measurements at the CMS experiment” — PASCOS 2024, Quy Nhon, VIETNAM. Presentation

Certification

GitHub Stats

Pinned Loading

  1. fastapi-xgboost-deployment fastapi-xgboost-deployment Public

    End-to-end machine learning pipeline: training an XGBoost anomaly detection model and serving it via FastAPI and Docker.

    Python

  2. TransformerBinaryClassifier TransformerBinaryClassifier Public

    Jupyter Notebook 1

  3. XGBoost_BinaryClassifier XGBoost_BinaryClassifier Public

    Jupyter Notebook 1

  4. HH_bbww_Run3_analysis HH_bbww_Run3_analysis Public

    Python