AI & Agentic Systems Data Engineering Clinical Science

Cecil
Kitch

Senior Enterprise Data Engineer. Clinical lab roots. Building agentic systems that close the gap between the people who use data and the people who build the infrastructure behind it.

MAG: 100x OBJ: PORTFOLIO
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SEC-01 // LAB NOTEBOOK

Where I've been.

POST-AI
S

Senior Enterprise Data Engineer

Schrödinger, Inc.
2024 — Present +

Enterprise data infrastructure for computational science and clinical analytics on GCP. Pipelines connecting scientific computing to business decisions in GxP-regulated environments.

PRE-AI
FED

Software Development Engineer

Federal Agency (DOE)
2020 — 2024 +

Business-critical system modeling and DevSecOps for federal energy infrastructure. Problem framing between technical teams and agency leadership.

CL

Clinical Laboratory Scientist

Regional Health Systems
2014 — 2022 +

Clinical laboratory operations across emergency medicine, microbiology, and molecular diagnostics. CLIA/CAP regulated environments.

US

Tactical Data Systems Specialist

U.S. Army
2008 — 2013 +

Tactical data and communication systems supporting mission-critical operations. Where the principle took root: information only creates impact when it reaches the right person at the right time.

EDUCATION
GRADUATE 2025
M.S. Data Analytics, AI/ML
AI/ML applications in predictive analytics and generative AI.
UNDERGRADUATE 2019
B.G.S. Science & Mathematics
Chemistry, biology, and foundational science.
SEC-02 // ABOUT

Lab bench to
enterprise scale.

Data engineer with a clinical science background. I build enterprise data infrastructure and agentic systems — closing the gap between the people who use data and the systems behind it.

M.S. in Data Analytics, AI/ML. Background spans military service, clinical laboratories, federal infrastructure, and computational science.

SEC-03 // SPECIMENS

Selected work.

AI systems, enterprise data engineering, and creative technology. More specimens loading from archive.

SEC-04 // REAGENTS

What I work with.

AI & AGENTIC SYSTEMS 5
LLM OrchestrationMulti-Agent DesignAgentic WorkflowsTool UseStreaming
DATA ENGINEERING 5
PythonSQLdbtETL/ELTData Modeling
CLOUD & INFRA 7
GCPAzureAWSDockerK8sTerraformCI/CD
CLINICAL / SCIENTIFIC 4
GxPClinical DataBiomarkersRegulatory Compliance
DEVOPS & SECURITY 4
GitOpsDevSecOpsSOC 2Linux
SEC-05 // COMMS

Open channel.

Interested in AI systems, clinical research, and collaborations that cross boundaries.