Victor Ruelas

- Developed AI systems for real-time inference at the ATLAS detector at CERN - Developed LLM agentic RAG system to search through peer reviewed papers using LangGraph - Developed Transformer architectures optimizing inference speed and generalization across multi-year datasets - Contributed to Machine Learning open-source tools for end-to-end model training - Scaled ML experiments across distributed compute infrastructure, optimizing preprocessing and training by order of days

- Developed internal React-based tools and backend systems to accelerate genomic data analysis and patient cohort identification - Built and maintained RESTful APIs and MySQL-backed services to manage large heterogeneous biological datasets - Collaborated across QA, product, and research teams to ensure robust integration of tools into clinical workflows

- Developed and deployed web application, CompTox Dashboard, for querying and visualizing data from over 880,000 chemical compounds using SQL and React - Designed relational database schemas and implemented search tools to streamline chemical safety evaluation workflows - Built scalable REST APIs to support external research integration and public access - The CompTox Dashboard has been cited close 1000 times since its release: https://jcheminf.biomedcentral.com/articles/10.1186/s13321-017-0247-6