CuranAI
Clinical workflow software for medical practices, developed around the realities of documentation, billing, HIPAA, and medical-device regulation.
- Status
- Active development
- Focus
- Clinical workflow assistance
Leesburg, Virginia
Biomedical researcher and aspiring attorney, working at the intersection of medicine, technology, and health policy.
My work began at the bench and continues at the bedside. I trained as a research assistant in a functional genomics lab at Virginia Commonwealth University and now work as an ophthalmology technician, performing the diagnostic testing, including OCT, refraction, visual fields, and biometry, that guides patient care and surgical planning. Along the way I became second author on a peer-reviewed case report in ophthalmology, and I have seen firsthand how diagnostic technology, clinical judgment, and regulation meet in daily practice.
That vantage point is shaping my path toward law school. I am focused on health law, medical malpractice, and the regulation of artificial intelligence in healthcare, questions of who is accountable when clinical tools that increasingly diagnose and decide are wrong. I write and build at that intersection, working toward a career in health policy and law.
Founder & Managing Member · 2025–Present
I founded Atheonix to develop practical tools and publications where technology meets regulated institutions. The crossroads of law, medicine, and coding is where I thrive: translating complex rules and clinical realities into systems people can actually use.
Through registered DBAs, I lead product strategy, software development, regulatory research, editorial direction, and the operating work required to move ideas from early research into public-facing projects.
Clinical workflow software for medical practices, developed around the realities of documentation, billing, HIPAA, and medical-device regulation.
A driver-qualification platform that helps small motor carriers organize USDOT records, monitor deadlines, and prepare for compliance reviews.
Sourced legal and policy commentary designed to make consequential rulings, regulatory questions, and institutional debates understandable without stripping away their complexity.
Recent SCOTUS and circuit rulings in plain English, covering the facts, the holding, why it matters, and what's next.
Why it matters
Building in healthcare and other regulated fields has made one problem especially concrete for me: technical systems do not determine responsibility on their own. Law decides who may act, what evidence counts, how risk is allocated, and what remedy exists when a system fails. Atheonix is where I test those questions in practice, and it is a central reason I am pursuing legal training.
Additional creative & experimental work
Smaller projects allow me to explore publishing, local AI infrastructure, research workflows, music, photography, and technical problem-solving.
CuranAI, FileMiles, Plain Reading, and the additional initiatives shown here are trade names or projects operated by Atheonix LLC .
Manuscript · Under review, 2026
A legal analysis of how AI-assisted diagnostic tools in ophthalmology create exposure under the False Claims Act, examining reimbursement, clinical validation, and accountability when automated systems inform billed care.
Submitted to the Yale Journal of Health Policy, Law, and Ethics.
Manuscript · Under review
Under review at the Yale Journal on Regulation.
Peer-reviewed publication
A clinical case report identifying endogenous endophthalmitis, a sight-threatening intraocular infection, as an early ophthalmic indicator of underlying polymicrobial intra-abdominal infection.
Sethi D, Khan B, Rahman B, et al. Clinical Case Reports. 2026;14(2):e71946.
View on PubMed2026
ReFocus Eye · Reston, VA
Perform manifest refractions, OCT, and visual field testing in comprehensive patient workups; complete intraocular-lens calculations and biometry for surgical planning; assist with YAG laser capsulotomy and other in-office procedures.
2025
Retina Group of Washington · Leesburg, VA
Performed advanced ophthalmic diagnostic testing, including OCT, fundus photography, visual fields, and biometry, and documented clinical data in EMR systems in compliance with state and federal regulations.
2024
VCU Genetics Research Lab · Richmond, VA
Maintained audit-ready research records, analyzed experimental results, and translated findings into formal written reports and figures prepared for academic review.
2023
ScribeAmerica · Richmond, VA
Documented real-time patient encounters, synthesizing complex medical histories and clinical findings into precise electronic records. Ensured all documentation met strict diagnostic coding and compliance standards, bridging daily clinical care with regulatory and billing realities.
2026
Harvard Law School · Cambridge, MA
2025
Virginia Commonwealth University · Richmond, VA
2022
Northern Virginia Community College · Sterling, VA
For academic, research, or professional inquiries, I'm reachable by email.
bilal@bilalkhan.cc