Natalia (Talia) McInnis
MS Bioinformatics & Computational Biology | Junior Analyst & Research Consultant
This repository documents my internship at Healthcare AI Consulting, LLC, completed Summer 2025 under the guidance of Dr. Alex Dummett, MD, FACP, CPPS, CPHFH.
The internship spanned multiple technical and strategic projects, blending bioinformatics, AI, and healthcare technology.
- Designed and deployed a modular, rubric-driven evaluation system for scoring biomedical abstracts and posters.
- Built within AvoMD, leveraging prompt engineering, multi-agent consensus logic (3-of-5), and structured outputs (JSON, HTML).
- Deployed for ACAIM 2025, AIAMC 2025, and IHI Forum 2025; reduced reviewer burden and standardized feedback.
- Independently built and launched Healthcare AI Consulting’s official website.
- Full-stack implementation: content, layout, hosting, SEO, and backend setup.
- Supported ideation and technical input for PYA and Thinkhat strategic initiatives.
- Contributed to discussions on LLM integration in healthcare education and consulting.
- Participated in meetings with leaders in patient safety and academic medicine.
- Engaged with simulation and VR research at the University of Florida, exploring AI-enabled training workflows.
- Drafted Statements of Work (SOWs) and technical roadmaps.
- Produced documentation to support sustainability and long-term productization.
report/ # Internship report (PDF, LaTeX source)
evaluation/ # Prompts, architecture, examples for the scoring tool
website/ # Screenshots or code snippets of the company site
docs/ # Notes, diagrams, and supplemental files
assets/ # Images, visuals, demo GIFs
Python • Prompt Engineering • AvoMD • GitHub Actions • Markdown/LaTeX • Web Development • Clinical Informatics • Project Management
- Internship Write-Up.pdf – Main narrative of my internship
- Internship_Report_LaTeX.zip – Full LaTeX source files
- NataliaSummerInternshipEvaluation.pdf – Supervisor’s feedback and evaluation
All materials are either original or anonymized. No PHI or sensitive client data is included.