Patrick Ndieka
P
About

The engineer behind the stack.

I bridge data pipelines, machine learning and cloud infrastructure with the web applications people actually use — one stack, three disciplines, built end to end rather than handed off between specialists.

How I work

Every build gets framed the same way.

Rather than a feature list, every project — mine or a client's — gets broken into the same three questions before a line of code ships.

  1. S — Stack

    What is this actually built with, and why that choice over the obvious alternative?

  2. A — Architecture

    How does data actually move through the system, end to end?

  3. D — Deployment

    How does it ship, stay up, and get monitored once it's live?

What I do

Three disciplines. One build.

Layer 01

Data Science & Engineering

  • Data Pipelines
    ETL — extract, transform, load — built with Python and Django.
  • Machine Learning
    Regression, clustering and NLP models built to solve business problems.
  • Analytics & Visualization
    Interactive dashboards built with Streamlit, or integrated into React apps.
Layer 02

Full-Stack Web Development

  • Frontend
    Next.js (App Router), React and Tailwind CSS.
  • Backend
    High-performance APIs with FastAPI, or robust systems with Django.
  • Dynamic UI
    Feeding data from a database straight into a modern frontend.
Layer 03

Cloud Architecture & DevOps

  • AWS Infrastructure
    Solutions-architect thinking across S3, EC2, Lambda and RDS.
  • Deployment
    Automated deploys and hands-on management of cloud environments.
Credentials

Verified, not just claimed.

Industry certifications that back the AWS and data claims above.

AWS Certified Cloud Practitioner badge
AWS Certified Cloud Practitioner
Amazon Web Services
ID: —Verify →
AWS Certified Solutions Architect – Associate badge
AWS Certified Solutions Architect – Associate
Amazon Web Services
ID: —Verify →

Ready to put this stack to work?

Initiate
connection.

Projects, contract work or a quick technical question — reach out directly.

[City, Country]