Carlos Guerrero
CV · GitHub · LinkedIn · Google Scholar · X ·
I'm a Dartmouth alumnus (CS & Math, high honors in CS) now pursuing a Master's in Computer Science at Dartmouth, where I work with Soroush Vosoughi on deep learning and NLP, with published work in NAACL 2025 and ICML 2026.
I most recently served as CTO at Lopus AI (YC W25), where I led development from product pivot to mid six-figure ARR. Previously I led a clinical AI project at the Dartmouth Center for Precision Health and AI, and contributed to cybersecurity research at ARPA-H. My interests sit at the intersection of software engineering, artificial intelligence, and cybersecurity.
Experience
- Chief Technology Officer — Lopus AI (YC W25)Led development from product pivot to mid six-figure ARR. Managed a team of five building backends for structured and unstructured data, and oversaw frontend development.
- AI Researcher — Minds, Machines and Society Group, DartmouthWorking with Professor Soroush Vosoughi on undergraduate and Master's theses, with published papers in NAACL 2025 and ICML 2026.
- Cybersecurity Researcher — ARPA-H (via Dartmouth)Found bugs in the OSEHRA VistA system for War Veteran Health Records. Built a differential fuzzing setup across DICOM libraries, uncovering vulnerabilities causing image corruption and memory leakage. Co-authored a paper in Springer's Cybersecurity in Healthcare.
- Research Project Leader — Dartmouth Center for Precision Health and AIDeveloped a full-stack web app making ML models accessible to cancer pathologists; built a working prototype returning annotations and percentages for colon polyp diagnosis from uploaded images.
Publications
Selected Projects
- Tilpa Dev — An SDK for building real-time adaptive APIs.
- Stockformer — A transformer-based trading strategy with thorough backtesting.
- MicroThink — Small LLM made with Mamba blocks instead of Transformers.