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Collins/ wl5e wl5e

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Life Science | Enthusiastic | Methodical
  • Switzerland

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wl5e /README.md

Hi, I'm Collins Amatu Gorgerat

QC microbiologist & self-taught developer — building data tools for the lab

I work at the intersection of life sciences and computing — building data analysis tools for laboratory and pharmaceutical workflows, focused on GMP / ICH compliance: stability studies, shelf-life modelling, and regulatory-grade statistics.


⚓ Anchor project — stability-shelf-life

Modelling drug-product shelf life the way regulators expect it.

  • ICH Q1E degradation kinetics (zero- and first-order)
  • one-sided 95% confidence bounds on shelf life
  • Arrhenius extrapolation from accelerated-stability data
  • pure Python stdlib, unit-tested, CI on every commit

Background

  • QC microbiology intern — Sintetica (May–Sep 2026)
  • Non-commissioned officer, Swiss Army Infantry (2024–2026)
  • Event technician (2022–2024)
  • Biology studies at University

Languages

Native French · EnglishGerman B2–C1 — SwahiliKikuyu

With East African roots and Swiss training, I bridge European pharma teams and African operations — from regulatory documentation to on-the-ground communication.

How I work

I commit daily and build in public. Pinned repos are curated, production-grade work; the rest is my learning lab — archived experiments that stay visible as a record of consistent, compounding practice. I develop with AI-assisted workflows for fast iteration, and I verify every output before it ships.

Stack

Python · statistical modelling · ICH Q1E / Q1A · GitHub Actions CI · exploring Rust · Go

Contact

📧 gorgerat.amatu@gmail.com

💬 Disponible en français — n'hésitez pas à me contacter.

Pinned Loading

  1. stability-shelf-life stability-shelf-life Public

    Pharmaceutical shelf-life modelling: ICH Q1E kinetics, 95% confidence bounds, and Arrhenius extrapolation. Pure Python.

    Python

  2. lab-tools lab-tools Public

    CLI tools for pharmaceutical, microbiology and molecular-biology laboratory data

    Python

AltStyle によって変換されたページ (->オリジナル) /