Joanna Lange
AI Architect at Roche
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolJoanna Lange is an AI Architect and bioinformatics specialist with 11 years of experience applying MLOps, Kubeflow, and cloud-native patterns to enable scalable biomedical ML solutions. With a master’s in Molecular Design and Bioinformatics and a PhD-trained research background, she bridges deep domain expertise and production engineering, having led developer teams and supervised multiple student projects. At Roche she designs multi-agent systems and stateful AI workflows, driving technical design, security compliance, and development guardrails for high-quality, testable code. She combines hands‑on Python data engineering with a passion for agile team well‑being, prioritizing operational robustness as much as scientific impact. An international collaborator with publications and a track record in both academic and corporate settings, she excels at turning complex bioinformatics problems into practical, auditable solutions.
11 years of coding experience
5 years of employment as a software developer
Master’s Degree, Molecular Design and Bioinformatics, Master’s Degree, Molecular Design and Bioinformatics at University of Warsaw
Stackoverflow
41reputation
428reached
5answers
0questions
Github Skills (24)
proteins9
genomics8
sequence8
signal8
bioinformatics8
sequence-alignment7
java7
kotlin7
html6
chat6
excel6
android6
bioconductor6
bash6
webscraping6
Programming languages (6)
Github contributions (5)
cmbi/kmad-web
Oct 2014 - Feb 2020
Contributions:941 commits, 2 PRs, 17 pushes in 5 years 4 months
cmbi/kmad
Nov 2014 - Apr 2019
Contributions:17 releases, 400 commits, 4 PRs in 4 years 5 months
sequenceproteinsknowledgealignmentgenomics
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