Software & Data Engineer · Bioinformatics · Full-Stack · iOS · Chicago based · zawmbi.com · ljmansour02@gmail.com · LinkedIn · ORCID
Open to full-stack, data engineering, and research software roles.
PhyLabeler checks monophyly across a phylogeny
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monitr is a live globe of world events, paneled
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Archiveum maps social media connections
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| Project | What it does | Role | Stack |
|---|---|---|---|
| monitr · live | Puts world events on a live globe as they happen, sorted into panels for conflict, trade, climate, sports, cybersecurity, elections, health, space news, and maritime chokepoints | Co-founder & Head Developer | React, Node, GDELT/OSINT feeds |
| PhyLabeler | Labels phylogenetic trees and checks each clade for monophyly. Runs against 2.9M NCBI taxon references and flags conflicting tips for review | Solo developer | Python, Biopython, ETE3 |
| MissMap | Audits how much sequence data exists for plant taxa across NCBI, using AI-proposed, taxonomy-validated synonyms to catch records hidden under alternate names | Solo developer | Pandas, Biopython, NCBI, LLMs |
| Archiveum · private | A tool similar to Modash for social media clients · archiveum.xyz | Co-founder & Head Developer | React, Node, graph data |
| Lightning Auto Plus | The live site for my local auto shop | Solo developer (passion project) | Web |
monitr and Archiveum are closed-source, but I'm happy to walk through the code on request.
| Languages | Python, R, C++, JavaScript, SQL, Swift, Dart |
| Scientific computing | numpy, pandas, matplotlib, Biopython, NCBI tools, tkinter |
| Web | React, Node.js, MySQL |
| Mobile | Swift, SwiftUI, Flutter |
| Tooling | Git, Linux, VS Code, Claude Code, Codex, MCPs |
My channel zawmbis on YouTube contains walkthroughs and demos of my projects and solutions.
Here is my rosalind profile Rosalind and the repo where I upload solutions (repository).





