Senior Research Officer (Spatial Omics Data Analytics Hub)
CurrentDesign and implementation of Spatial Omics data architecture, pipelines and workflows.
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@mcri.edu.au
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Marek Cmero is listed as Senior Research Officer (Spatial Omics Data Analytics Hub) at WEHI (Walter and Eliza Hall Institute of Medical Research), a with 712 employees, based in Melbourne, Victoria, Australia. AeroLeads shows a work email signal at mcri.edu.au and a matched LinkedIn profile for Marek Cmero.
Marek Cmero previously worked as Senior Research Officer (Sequencing Bioinformatics) at Walter And Eliza Hall Institute Of Medical Research and Post Doctoral Researcher (Bioinformatics) at Peter Maccallum Cancer Centre. Marek Cmero holds Doctor Of Philosophy (Ph.D.), Bioinformatics (Joint With Dept. Of Surgery/Cis) from University Of Melbourne.
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I am passionate about building efficient, robust and scalable data pipelines and workflows for biomedical research. I have over 11 years of experience solving bioinformatics problems with software, employing a pragmatic and collaborative approach. I have developed open-source computational and statistical tools that have been applied to cancer, genomics, transcriptomics and immunology, resulting in first/co-first author publications high-tier journals such as Nature Communications and Genome Biology.
Listed skills include Cancer Research, Computational Biology, R, Sharepoint, and 21 others.
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Melbourne, Victoria, Australia
Design and implementation of Spatial Omics data architecture, pipelines and workflows.
Melbourne, Victoria, Australia
- Led redesign of 7+ custom scientific workflows from legacy to Nextflow system (Groovy, Python and SQL), resulting in improved portability and processing efficiency.- Designed custom solution (Python, Snakemake and Globus) for transferring large data sets (>1TB per run) from sequencing machines, resulting in automated and error-tolerant workflow that has successfully processed over 100 runs.- Led the design of Monday.com boards and workflows (Make, GraphQL API and Python), resulting in substantial improvement in lab’s ability to collaboratively manage projects.
Melbourne, Australia
Developed HPC-optimised computational pipeline (Groovy, bpipe, Python) with continuous integration (Travis CI, GitHub Actions) for variant detection applied to 90+ Leukaemia and rare disease samples. Resulted in first-author publication in Genome Biology and open-source tool (>30 stars).
Melbourne, Australia
Published novel statistical method in peer-reviewed F1000 journal. Implemented robust R markdown notebooks for the complex statistical analyses, achieving robust workflow that was able to be reproduced successfully by international researchers.
Department Of Surgery/Department Of Computing & Information Systems
- Developed novel heuristic and machine learning algorithm (SVclone) using Python (numpy, pandas, PyMC) and R. Resulted in open-source tool (>30 stars) published in Nature Communications that has been cited in >40 papers.- SVclone method was applied to over 2,700 whole cancer genomes across 37 cancer types--the largest data set of its kind at the time--and formed a contribution to the international Pan-Cancer Analysis of Whole Genomes (PCAWG) project,
Cambridge, United Kingdom
Strengthened collaborative ties on doctoral project, drawing on host lab's methodological experience.
Melbourne, Australia
Bioinformatics analysis of transcriptome data that contributed to publications in Nature Immunology and Immunology and Cell Biology.
Melbourne, Australia
Developed robust pipeline (Python, ruffus), for processing high throughput sequencing data of 16+ patient samples on HPCs. Downstream data was used in Nature Communications publication. The well-documented, modular codebase served as a foundation for another research group.
Perth, Australia
Enhanced company CRM system (ASP and SQL), by implementing 5+ user-centric features. Utilised advanced SQL queries to optimise data retrieval and significantly reduced bug frequency.
Other employees you can reach at wehi.edu.au. View company contacts for 712 employees →
Serena Kane
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Australia
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Phil Tang
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Greater Melbourne Area, Australia
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Yvonne Sirinotis
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Carlton, Victoria, Australia
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Lachlan Whitehead
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Melbourne, Victoria, Australia
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GK
Gemma Kelly
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Greater Melbourne Area, Australia
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Ellen C.
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Melbourne, Victoria, Australia
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Abdulrahman Alammar
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Melbourne, Victoria, Australia
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David Bryan
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Parkville, Victoria, Australia
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Kristy Shield-Artin
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Greater Melbourne Area, Australia
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Inga Feitsma
Colleague at Wehi (Walter And Eliza Hall Institute Of Medical Research)Melbourne, Victoria, Australia
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Course in Ethical Leadership and collaborative project (Futures Project), involving marketing, promotion and research work.
Quick answers generated from the profile data available on this page.
Marek Cmero works for WEHI (Walter and Eliza Hall Institute of Medical Research).
Marek Cmero is listed as Senior Research Officer (Spatial Omics Data Analytics Hub) at WEHI (Walter and Eliza Hall Institute of Medical Research).
AeroLeads has found 1 work email signal at @mcri.edu.au for Marek Cmero at WEHI (Walter and Eliza Hall Institute of Medical Research).
Marek Cmero is based in Melbourne, Victoria, Australia while working with WEHI (Walter and Eliza Hall Institute of Medical Research).
Marek Cmero has worked for Wehi (Walter And Eliza Hall Institute Of Medical Research), Walter And Eliza Hall Institute Of Medical Research, Peter Maccallum Cancer Centre, Murdoch Childrens Research Institute, and The University Of Melbourne.
Marek Cmero's colleagues at WEHI (Walter and Eliza Hall Institute of Medical Research) include Serena Kane, Phil Tang, Yvonne Sirinotis, Lachlan Whitehead, and Gemma Kelly.
You can use AeroLeads to view verified contact signals for Marek Cmero at WEHI (Walter and Eliza Hall Institute of Medical Research), including work email, phone, and LinkedIn data when available.
Marek Cmero holds Doctor Of Philosophy (Ph.D.), Bioinformatics (Joint With Dept. Of Surgery/Cis) from University Of Melbourne.
Marek Cmero is listed with skills including Cancer Research, Computational Biology, R, Sharepoint, Phylogenetics, Rna Seq, Genomics, and Life Sciences.
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