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 (15)
sequence-alignment9
git6
bioinformatics6
html6
bash6
excel6
webscraping6
regex6
r6
bioconductor6
android5
ios4
intel2
macos1
protein-structure1
Programming languages (6)
Github contributions (5)
cmbi/kmad
Nov 2014 - Apr 2019
Knowledge based multiple sequence alignment for intrinsically disordered proteins
Contributions:17 releases, 400 commits, 4 PRs in 4 years 5 months
sequence-alignment
cmbi/gold_standard
Jan 2018 - Oct 2019
Contributions:5 releases, 117 pushes, 6 branches in 1 year 9 months
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