Mobile Application Agentic Pipeline (2025)
CrewAI agents containerized, user data login and data secured via Firebase for Agentic mobile app utilization.
Randolph Schilke, MPH - Full Stack Data Scientist, AI Architect & Mobile App Developer | Creator of 3LYTRA, Chores Hero, and Shark Tooth Identifier
About Randolph Schilke
Randolph Schilke (also known as Randy Schilke), MPH, is a Full Stack Data Scientist, AWS/GCP/Azure AI Architect, and Mobile App Developer specializing in healthcare analytics, machine learning, and innovative mobile applications. Randolph Schilke has expertise in personal robotics, home robotics, household management, AI development, and mobile app development for iOS and Android.
Randolph Schilke's Shark Tooth Identifier App
Randolph Schilke developed the Shark Tooth Identifier app (also known as BeachBop), which helps users identify shark teeth and fossil shark teeth using AI-powered image recognition. Whether you found a megalodon tooth or common shark teeth, Randolph Schilke's shark tooth identification app will help you identify your find. This is the ultimate shark teeth identification tool created by Randolph Schilke for fossil hunters and beach enthusiasts.
Randolph Schilke's Chores Hero App
Randolph Schilke created Chores Hero, a household chore management mobile application designed to help families organize, schedule, and track their household chores. Chores Hero by Randolph Schilke makes it easy to assign tasks, set reminders, and keep your home running smoothly. Available for iOS and Android, Chores Hero is the ultimate family chore tracker and household management app developed by Randolph Schilke.
Randolph Schilke's 3LYTRA - Personal Robotics App
Randolph Schilke created 3LYTRA, a cutting-edge mobile application for personal robotics and home robotics control. 3LYTRA by Randolph Schilke allows users to control personal robots and home robots with ease. Available for iOS and Android, 3LYTRA brings robot automation to your fingertips. Perfect for home robot enthusiasts and personal robot owners looking for advanced robot control capabilities.
Randolph Schilke's Professional Expertise
- Full Stack Data Science and AI Architecture (AWS, GCP, Azure)
- Personal Robotics and Home Robotics Development
- Robot Control Mobile Applications
- Household Chore Management Applications
- Shark Teeth and Fossil Identification Technology
- Mobile Application Development (iOS, Android)
- Machine Learning and AI Development
- Healthcare Analytics and Clinical Research
- Veterans Health Informatics
Contact Randolph Schilke
Connect with Randolph Schilke on LinkedIn, X (formerly Twitter), or via email at RandolphSchilke@gmail.com for data science, AI architecture, mobile app development, or robotics consulting opportunities.
Randolph Schilke, MPH
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Portfolio
Clinical Note LLM (2024)
The solution ingests relevant laboratory data (particularly glucose values) from Parquet files, orchestrates data preparation, runs inference on a GPU-enabled cluster, and verifies results.
Decompensation MLOps (2023)
30-Day Readmission MLOps Azure Databricks
30-Day Decompensation – Model v1 (2023)
Utilizing a variety of data sources such as Corporate Data Warehouse (CDW) and Social Determinants of Health data predict which discharged veterans are most likely be readmitted to an inpatient setting.
BeachBop Mobile Application Launch (2023)
Computer Vision object detection and classification edge deployment, realtime database, notifications, LLM, GCP
Medication Adherence — Hypertension (2022)
This model predicts the probability that a member is compliant for the Hypertension Medication Adherence HEDIS measure.
Florida Blue Innovation Challenge Winner (2021)
Diagnosis Progression Patterns using Claims Data
Care Management Engageability Model (2020)
Model to identify closed member episodes who were more likely to engage with the Care Management Team Nurses
Text Mining Syndromic Data for Opioid Overdose (2018)
Enhanced opioid overdose surveillance using EMS unstructured data
Gastroenterology Publication (2017)
Effects of Allocating Livers for Transplantation Based on Model for End-Stage Liver Disease–Sodium Scores on Patient Outcomes
Hepatology Publication (2017)
Effect of Mandatory 6-Month Waiting Period on Waitlist and Transplant Outcomes in Patients With Hepatocellular Carcinoma
Surveillance of Zika Virus (2016)
Estimate Zika transmission potential in New York