16S rRNA SequencingA lot more skillsadvanced statistical analysis using R and Pythonagarose gel electrophoresisagent-based modelsAgentic AIAlphaFoldantibiotic resistancebacterial cultureBashBayesian StatisticsBioinformaticsBiosecurityBiostatisticsBiotechnologycell and molecular biology techniquesDNA SequencingElectron MicroscopyEvolutionary BiologyGenomicsMetagenomicsMulti-Agent SystemsPCRPlasmid Detection
Metagenomic Plasmid Detection Workflows: Led the development of computational workflows for plasmid detection within complex metagenomic datasets sourced from extreme environments. My primary contribution involved designing and optimizing the bioinformatics pipeline, applying biostatistical analyses, and isolating mobile genetic elements to better understand microbial adaptation and resilience
Contribution to Project (2)
Antarctic Microbial Diversity Research: Investigated microbial ecology and antibiotic resistance genes in extreme polar environments. My technical contribution focused on the comprehensive bioinformatic processing and interpretation of large-scale metagenomic datasets. By applying advanced computational methods, I helped map the genetic diversity and resistance mechanisms crucial to the survival of these specific microbial communities.
Contribution to Project (3)
AgentX-AgentBeats Competition (UC Berkeley RDI): Contributed to an AI biosecurity initiative by developing a 'Green Agent' auditing framework designed to evaluate artificial intelligence agents for Chemical, Biological, Radiological, and Nuclear (CBRN) risks. My role centered on integrating multi-agent systems and stress-testing Large Language Models (LLMs) to identify, assess, and mitigate vulnerabilities in automated workflows.
I thrive in an environment where I can work independently on wet lab protocols and experiments and complex computational tasks while having regular, strategic check-ins with team leads. I appreciate collaborative problem-solving (especially when integrating new AI tools or tackling large metagenomic datasets) but I am highly self-directed in managing my day-to-day research and open-source hardware projects.
Career Goals
Group Leader/FacultyIndustry ResearchStart-up
Countries of Interest
CanadaChileChinaFranceGermanyHong KongJapanSingaporeSouth KoreaSpainUnited Kingdom (UK)United States (US)
Need work permit/visa for
Canada (Eligible for fast-track, LMIA-exempt work permits under the Canada-Chile Free Trade Agreement - CCFTA)
China
France
Germany
Hong Kong
Japan
Singapore
South Korea
Spain
United kingdom
United States (Eligible for the fast-track H1B1 work visa specifically for Chilean citizens, which is exempt from the standard H-1B lottery process)