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emmanuelrc/README.md

🧠 Emmanuel Ramírez

Software Engineer · Medical Physicist · Data Visualization Developer
Transforming complex data into clarity in healthcare, science, and code.


📊 About Me

I'm a medical physicist turned full-stack developer, building reliable, data-driven tools for hospitals and analytics platforms.
My work blends scientific accuracy with modern web engineering, focusing on transparency, visualization, and intelligent workflows.

  • 💻 Developing Next.js / TypeScript applications for data dashboards and process automation
  • 📈 Passionate about data visualization, clean architecture, and reproducible results
  • 🩻 8+ years in medical imaging, radiation protection, and quality control

🧪 Projects

🩻 xTrack – Radiation Dose Monitoring Platform

Centralized monitoring of radiation dose data for hospital staff.

Stack: Next.js 15 · TypeScript · Prisma ORM · PostgreSQL · Tailwind CSS · shadcn/ui · Recharts

  • Designed real-time dashboards for dose trends, exceedances, and regulatory compliance
  • Built secure role-based access and modular API routes
  • Integrated data visualization layers mirroring real hospital dose logs

🌱 Blüme – Smart Plant-Care Dashboard

Environmental data meets design.

Stack: React + Vite · TypeScript · PostgreSQL · Perenual API

  • Displays live plant-care metrics with a clean, responsive UI
  • Includes AI chat for plant health insights

🎧 Spotilyze – Spotify Streaming Analytics

Behavioral data visualization for music analytics.

Stack: React · Node.js · GraphQL · MongoDB · Chart.js

  • Built custom dashboards for listening habits
  • Implemented Spotify OAuth + GraphQL APIs

🧠 Technical Stack

Category Technologies
Languages TypeScript Python SQL
Data / Analytics Power BI Pandas NumPy Plotly Recharts
Frontend React Next.js Tailwind CSS Radix UI Framer Motion
Backend Node.js Express Prisma GraphQL REST
Databases PostgreSQL MongoDB Supabase
Testing & QA Jest Vitest React Testing Library Playwright
DevOps / CI/CD Docker GitHub Actions Vercel
Build & Tooling Vite Webpack pnpm npm
Auth & Security JWT OWASP
Linting & Formatting ESLint Prettier EditorConfig
Monitoring / Analytics Sentry
Project Management Jira Linear
Tools Git VSCode Postman

⚗️ From Physics to Code

As a Physicist in Medical Imaging & Data Analysis, I worked on:

  • 🧠 Designed and implemented Power BI and SQL dashboards to monitor imaging workflows across CT, MRI, and X-ray modalities.
  • ⚙️ Improved operational efficiency by analyzing large imaging datasets and automating data-processing pipelines.
  • 🧮 Developed automation scripts in Python and JavaScript for data cleaning and visualization tasks.
  • 📡 Applied technical knowledge in DICOM/PACS, ETL, and workflow analytics to optimize clinical imaging operations.

That analytical mindset now powers how I write software: validate, visualize, and iterate, like any good experiment.


📚 Interests & Research

  • 🧬 Medical imaging data pipelines
  • ☢️ Radiation safety automation
  • 💡 Visualization of uncertainty & outlier detection
  • 🧩 Cross-disciplinary tools bridging physics and software

📖 Explore my research on ResearchGate

Recent publications and collaborations include:

  • Implementation of Quality Control Protocols for MRI and CT Systems: workflow optimization and reproducibility in large hospital networks.
  • Radiation Dose Monitoring Framework for Interventional Radiology: data-driven safety management.
  • Automation of Image Data Processing in Medical Physics: integrating Python and SQL-based analytics pipelines.

🔭 “Precision is not just for physics, it's how I write code.”
⭐ If my projects resonate with you, consider leaving a star!

Popular repositories Loading

  1. xtrack xtrack Public

    Radiation Data Software Visualization tool

    2

  2. Medical_physics_imageJ Medical_physics_imageJ Public

    Forked from robmarkcole/Medical_physics_imageJ

    Scripts and plugins for performing analysis of images in imageJ

    Python

  3. ED_in_CT ED_in_CT Public

    ViolnPlots of the volumetric CTDI used in computed tomography

    Python

  4. openmc openmc Public

    Forked from openmc-dev/openmc

    OpenMC Monte Carlo Code

    Python

  5. Useful-python-for-medical-physics Useful-python-for-medical-physics Public

    Forked from robmarkcole/Useful-python-for-medical-physics

    Scripts that have been useful. Includes some analysis of EGSnrc 3ddose files

    Jupyter Notebook

  6. geant4 geant4 Public

    Forked from Geant4/geant4

    Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303

    C++