U.S. patent application filed
Upstream AI Governance of an Action Selection Process Through Coherent Propagation
Named inventor, with a stealth AI startup. U.S. Application No. 19/783,601, patent pending under Track One prioritized examination.
IEEE ICHI 2026 · Patent pending
Models that check their work.survive an audit.hold up in clinic.
I'm Devavrath Sandeep, an AI engineer finishing an M.S. in AI Engineering – Biomedical Engineering (AIE-BME) at Carnegie Mellon. I build agentic LLM systems and clinical machine learning that is calibrated, audited for shortcuts, and tested on data it has never seen.
CMUIITIISc
GPA 3.91 at CMU · top 1% at IIT Jodhpur
View my work
or open the resume
AI ENGINEERING, GROUNDED IN BIOLOGY.
Education & experience · 2026 → 2021
Take my career
PatentAug 2026
PublicationsJun – Jul 2026
CampusMay 2026 – now
IndustryMay – Jul 2026
TeachingJan – May 2026
CampusAug 2025 – now
ResearchAug 2025 – Jan 2026
EducationAug 2025 – Dec 2026
ResearchJun – Aug 2024
IndustryMay – Jun 2024
Teaching2022 – 2025
EducationJul 2021 – May 2025
Take my career
apart.
Two papers published
IEEE ICHI 2026 · Ornithology Research
Second author at IEEE ICHI 2026 on a digital process twin of breast pathology workflows, plus a paper on desert bird nests in Ornithology Research (vol. 34).
Student Ambassador
BME Graduate Program · Carnegie Mellon
Representing the biomedical engineering graduate program to prospective and incoming students.
AI Systems Research Engineer
Stealth AI startup · Chicago, IL
Self-evaluating agent pipelines with human-in-the-loop guardrails, a Jacobian-based interpretability lens on Gemma, and deployment from Jetson edge devices to autoscaling GPUs on Google Cloud.
Teaching Assistant
Intro to Biomedical Engineering · Carnegie Mellon
Instruction support, grading, and office hours for the introductory biomedical engineering course.
Student Proctor
Office of Disability Resources · Carnegie Mellon
Proctoring exams for students with accommodations, keeping every sitting fair and secure.
Researcher
Neuromechatronics Lab · Carnegie Mellon (Prof. Douglas Weber)
Real-time MediaPipe/OpenCV hand kinematics and a joint-angle-to-actuator mapping for closed-loop exoskeleton calibration.
M.S. AI Engineering – Biomedical Engineering
Carnegie Mellon University · Pittsburgh
GPA 3.91/4.00. Deep learning, machine learning for AI engineers, AI systems toolchains, and biomedical AI.
Research Intern
Centre for Brain Research · IISc, Bangalore
Built a bioinformatics pipeline on HPC clusters to estimate polygenic risk for Parkinson's in Indian cohorts from GWAS data.
Industry Research Intern
Regenerative Medicine · Reliance Life Sciences, Mumbai
Stem-cell phenotyping by flow cytometry (CD34/CD45), HLA typing for transplant compatibility, and apheresis sample processing.
Teaching Assistant
Introduction to Bioengineering · IIT Jodhpur
Ran assignments, quizzes, and grading for a class of 236 undergraduates, keeping feedback on time.
B.Tech. Bioengineering
Indian Institute of Technology Jodhpur
Graduated in the top 1% of the department (GPA 7.97/10), specializing in the Science of Intelligence: neuroscience and brain-computer interfaces.
01 / 12
Milestones: education, research, publications, patentRoles
View
Drag to rotate
2026
Shipped, published,
U.S. patent pending · Filed Aug 2026
Upstream AI Governance of an Action Selection Process Through Coherent Propagation
Named inventor · App. No. 19/783,601 · Track One prioritized examination
View patent
Shipped, published,
and filed
Stealth AI StartupAI Systems Research Engineer
Self-evaluating agent pipelines with human-in-the-loop guardrails, a Jacobian-based interpretability lens on Gemma, and deployment from Jetson edge devices to autoscaling GPUs on Google Cloud.
May – Jul 2026Chicago, IL
IEEE ICHI 2026Second author
"A Digital Process Twin Simulation of Breast Pathology Workflows: Evaluating the Parametric and Structural Impacts of AI Integration."
PublicationHealthcare informatics
Live workbench
Inside the
Inside the
workbench
CMU›TwinbenchRUNNING
Digital Process Twin
Simulation events (per min)Live sync
Execution logsLive
just now
2m ago
15m ago
Featured research
Research that holds up
Research that holds up
under scrutiny
Contact
Let's build something
Let's build something
that holds up
I'm always open to discussing new projects, research collaborations, or opportunities.