Computational biologist and software engineer building open platforms that turn pathogen
genomes into public-health decisions. Creator of
AMRnet,
TyphiNET,
PlasmidNET,
and
InfectoNET.
I'm a Brazilian computational biologist living and working in the UK. My day-to-day sits at the
intersection of microbial genomics, web platforms, and global public health — building the tools
that make genomic surveillance accessible to anyone, anywhere.
I trained as a computer scientist before moving into bioinformatics — a PhD at the University of
São Paulo on the comparative genomics of multidrug-resistant Klebsiella pneumoniae, then
postdoctoral and engineering roles across three continents. Today I lead the design and
development of
AMRnet,
TyphiNET,
PlasmidNET, and
InfectoNET —
open surveillance dashboards used by ministries, reference labs, and researchers across the
globe.
I care a lot about open science, the
One Health framing of antimicrobial resistance, and making
high-performance bioinformatics affordable for low- and middle-income countries — which is
increasingly where my newer work on GPU-accelerated aligners and embedded pipelines lives.
RoleComputational Biologist · Software Engineer · Platform Lead
CurrentlyAMR copy-number variation in Klebsiella; GPU-native aligners for LMIC surveillance
02 — Research
What I work on.
My research uses microbial whole-genome sequencing and software engineering to track,
understand, and contain antimicrobial-resistant pathogens — connecting bench, bioinformatics,
and public-health practice.
Genomic surveillance of AMR
Dashboards and pipelines for tracking resistance in WHO-priority pathogens —
Klebsiella, Salmonella, E. coli, M. tuberculosis.
One Health
Resistance crosses people, animals, food, and the environment. I work on shared genomic
infrastructure that lets us see all of it at once.
Vector biology
Insecticide resistance in Anopheles and Wolbachia endosymbionts —
with the Heinz Lab and MalariaGEN.
GPU bioinformatics for LMICs
Building cloud-native and embedded-system aligners
(Dragon,
CNVRock)
so sequencing analysis doesn't need a HPC cluster.
Selected publications
2026
AMRnet: a data visualization platform to interactively explore pathogen variants and antimicrobial resistanceCerdeira LT, Dyson ZA, Sharma V, Maranga M, Foster-Nyarko E, Carey ME, Holt KE — Nucleic Acids Research, 54(D1):D691–D702
The TyphiNET data visualisation dashboard: unlocking Salmonella Typhi genomics data to support public healthDyson ZA, Cerdeira L, Sharma V, Carey ME, Holt KE & Global Typhoid Genomics Consortium — Genome Medicine
Genome-wide association studies reveal novel loci associated with pyrethroid and organophosphate resistance in Anopheles gambiae and An. coluzziiLucas ER, Nagi SC, Egyir-Yawson A, et al., Cerdeira L, et al. — Nature Communications, 14:4946
WHO Critical Priority Escherichia coli as One Health challenge for a post-pandemic scenarioFuga B, Sellera FP, Cerdeira L, et al. — Microbiology Spectrum, 10(2)
A genomic surveillance framework and genotyping tool for Klebsiella pneumoniae and its related species complexLam MMC, Wick RR, Watts SC, Cerdeira LT, Wyres KL, Holt KE — Nature Communications, 12:4188 · 1,000+ citations
The genome of Anopheles darlingi, the main neotropical malaria vectorMarinotti O, Cerqueira GC, de Almeida LGP, et al., Cerdeira LT, et al. — Nucleic Acids Research, 41(15):7387–7400
Published research with colleagues across six continents — surveillance teams, reference labs,
universities, ministries of health, and open-source communities. Hover any marker to see the
country.
32+Countries
6Continents
200+Co-authors
🇧🇷 Brazil
🇬🇧 UK
🇦🇺 Australia
🇺🇸 USA
🇮🇳 India
🇿🇦 South Africa
🇰🇪 Kenya
🇬🇭 Ghana
🇫🇷 France
🇩🇪 Germany
🇮🇩 Indonesia
🇸🇬 Singapore
04 — Projects
Things I've built.
Open platforms, pipelines, and tools — most of them used in production by public-health
teams or in active research.
A data-visualisation platform that turns thousands of pathogen genomes into interactive,
country-level dashboards of antimicrobial resistance. I lead the system architecture and
full-stack development — MERN + AWS, internationalised across multiple languages, and used by
surveillance teams from Africa to Latin America.
Open dashboard for Salmonella Typhi genomic surveillance, built on data from the
Global Typhoid Genomics Consortium. Wellcome- and EU-funded. Used to inform vaccine policy
decisions across countries with endemic typhoid.
Open command-line tool for typing Klebsiella pneumoniae genomes — MLST, virulence,
AMR. The companion Nature Communications paper has been cited over 1,000 times.
Consensus long-read assembler for bacterial genomes. Produces near-perfect chromosomes
from Nanopore and PacBio data. Widely adopted across the long-read assembly community.
A cloud-native, signal-aware aligner for surveillance-scale microbial genomics — BWT, FM-index,
coloured de Bruijn graphs, ML signal correction. Written in Rust, designed to fit on
commodity / edge hardware.
Variational-autoencoder approach to AMR-gene copy-number variation across the
K. pneumoniae species complex. Where the resistance is, and how much of it.
Genomic-epidemiology dashboard tracking emerging and re-emerging pathogens worldwide —
one platform, many threats. Built to make outbreak data legible to clinicians, public-health
teams, and the public.
Interactive dashboard for exploring plasmid sequences across species — typing, AMR cargo,
mobility. Built on years of work on mobile genetic elements and the way resistance actually
travels between bugs.
System architecture and lead development of AMRnet; co-coordinator of TyphiNET; design and launch of PlasmidNET and InfectoNET. Open science, internationalisation, multi-pathogen surveillance.
Science, in plain Portuguese (and a little English)
Short videos on what I'm working on, what I just read, and how to actually run a pipeline.
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Podcast · A Popcorn Called Wilson
Long-form conversations on science and the rest
A side project with friends — bioinformatics, books, film, life in academia.
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A featured talk
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Conference talks · workshops · interviews
09 — Get in touch
Let's build something useful.
Open to collaborations on genomic surveillance, AMR, public-health platforms, and bioinformatics
software. Always happy to talk to students considering computational biology.