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Scaphix/README.md

Hi, I'm Chahinez

Engineer turned Software Developer · Full-Stack · Machine Learning · AI Agents

Based in Oldenburg, Germany. Building production-ready applications that bring AI into real-world engineering problems.

LinkedIn Email GitHub Profile views


About me

I'm a Diploma Engineer with 10+ years across medical technology, renewable energy, and technical project management- now channelling that experience into software.

After completing full-stack training at Code Institute, I specialized in Predictive Analytics and Machine Learning, and most recently in AI Agent architecture through Google's ML Research × Kaggle intensive.

My sweet spot is the intersection of deep engineering domain knowledge and modern software. I build things that don't just work, they ship, scale, and solve problems that someone in the field actually has.


What I'm currently working on

  • Designing autonomous AI agents using MCP (Model Context Protocol) and A2A protocols
  • End-to-end ML applications: data pipeline → model → cloud deployment
  • Exploring how agentic workflows can optimize engineering and operations processes

Tech stack

Languages & frameworks

Python JavaScript HTML5 CSS3 Django Bootstrap REST APIs

Data & Machine Learning

Pandas NumPy scikit-learn TensorFlow Plotly Streamlit

AI Agents

MCP LLM Orchestration Context Engineering

Infrastructure & practices

PostgreSQL Git GitHub Heroku Agile

Also comfortable with: CRISP-DM, Test-Driven Development, Feature Engineering, Git-Flow.

Featured projects

Full-stack Django dating platform with secure authentication, mutual-matching logic via Django signals, and AJAX interactions.

Django Python PostgreSQL Cloudinary

Live Demo · Code

Data analysis exploring salary trends across AI/ML roles, EDA, feature engineering, and visualization.

Python Pandas Jupyter Plotly

Streamlit Demo · Code

Data science exploration of mood patterns, applied analytics with ML classification and predictive modeling.

Python scikit-learn Jupyter

Code

Python utility for tracking token usage and cost across LLM workflows.

Python LLM

Code


Engineering background

Before software, I spent over a decade solving hands-on engineering problems:

  • Wind energy (Germany) — developed wind measurement systems, calibrated instruments, optimized workshop processes at Profec Ventus GmbH.
  • Medical technology (Algeria) — installed and serviced ultrasound and other medical devices; trained clinical staff on equipment.
  • Photovoltaics — sized PV systems, negotiated procurement with international suppliers, produced pre-sales technical proposals.
  • R&D documentation — contributed to technical reports including an ESA research proposal; supported early-stage concept development for wireless temperature and mass-flow sensors.
  • Team & stakeholder management — led engineering and sales teams, managed full import pipelines (Letters of Credit, logistics, customs) across international suppliers.
  • Thesis — researched and designed a BTJ (Buried Triple Junction) photosensor for a bionic eye at Université Saad Dahleb.

This background means I read a spec, a datasheet, and a user story in the same afternoon without switching gears.


GitHub Stats


Languages

  • Arabic — native
  • French — fluent (negotiation level)
  • English — fluent (negotiation level)
  • German — B2+ (professional working proficiency)
  • Spanish — basic

Let's connect

  • Open to junior / mid-level roles in Full-Stack Development, Data Science, or ML Engineering
  • Based in Oldenburg, DE open to hybrid and remote across Germany and the EU

Email LinkedIn GitHub


Curious about problems that sit at the intersection of disciplines | where engineering intuition and software rigor both matter.

Pinned Loading

  1. the-ai-salary-index the-ai-salary-index Public

    Jupyter Notebook 3

  2. match_up match_up Public

    Dating App

    HTML 1 1

  3. haunted-runner haunted-runner Public

    Forked from JakeyMarsh1/haunted-runner

    A fun Halloween themed horizontal runner game

    JavaScript 1

  4. mood_swings mood_swings Public

    Jupyter Notebook 2

  5. TokenTracker TokenTracker Public

    Python

  6. my_inventory_manager my_inventory_manager Public

    Python 1 1