Building the bridge between medical devices, clinical data, and intelligent systems.
Healthcare Integration Engineer specializing in LIS, medical analyzer connectivity, Mirth Connect, HL7/ASTM protocols, and Bio-Rad QC/URT workflows.
"Bridging the gap between raw machine signals and clinical decisions."
graph LR
A([🏥 Medical Analyzer]) -->|ASTM / HL7 / Serial| B{{⚙️ Mirth Connect}}
B -->|Integration| C[(📊 LIS / QC / URT)]
C -->|Data Validation| D[🧠 Clinical AI]
D -->|Actionable| E((✨ Patient Care))
- healthchainai/HealthChain — Open-source Healthcare AI & Interoperability Framework
- Merged PR #204:
fix(interop): use bundled configs when config_dir is omitted— Resolved configuration fallback for production interoperability channels. - Active PR #194:
feat: add ClinicalImpression helper and Observation classification— Expanding clinical observation structures and FHIR data helpers.
- Merged PR #204:
| Domain | Analyzers & Clinical Hardware |
|---|---|
| Chemistry | Furuno CA270, CA400, CA800; EXIAS e|1; Elitech clinical chemistry series |
| Hematology | Nihon Kohden MEK9100, MEK7300, MEK13xx (certified interfacing) |
| Urinalysis | Analyticon Urilyzer 100 Pro, 500 Pro, Urilyzer Auto |
| Renal Care | Baxter Prismaflex, PrisMax (continuous renal replacement therapy) |
| Quality Control | Bio-Rad Unity / QC / URT clinical management system integration |
| Multi-vendor | Bidirectional analyzer connectivity via RS-232 serial, TCP/IP, and HL7/ASTM protocols |
🔬 HyperScribe LIS Toolkit v0.4.7
Enterprise desktop suite for verifying laboratory information system (LIS) connectivity, inspecting bidirectional ASTM E1381/E1394 and HL7 v2.x analyzer frames, and simulating clinical chemistry and hematology instruments.
- Security & Licensing: Asymmetric Ed25519 cryptographic signatures bound to Windows DPAPI hardware fingerprints.
- Self-Service Web Portal: Automated cloud license provisioning at lis-license-portal.vercel.app.
- Verified Package: Download Official Release (Windows x64).
- ICU-B Connect (Prismaflex CRRT Telemetry) — Real-time telemetry web platform for Baxter Prismaflex continuous renal replacement therapy machines in Intensive Care Units. Integrates serial edge collectors, Mirth Connect HL7 brokers, and Next.js dashboards for bedside transmembrane pressure and fluid balance monitoring.
- Simulation-LIS-Analyzer-CA270 — ASTM E1381/E1394 bidirectional LIS simulator and test harness for Furuno CA270 analyzers. Eliminates physical hardware dependency during laboratory software integration.
- SimulationLIS-9100 — Nihon Kohden MEK-9100 automated hematology analyzer TCP/IP ASTM LIS host simulator with automatic raw TCP and E1381 frame detection.
- hl7-message-parser — Zero-dependency HL7 v2.x parser and fluent builder in Python. Handles MSH, PID, and OBX segment trees with clinical syntax validation.
- fhir-patient-dashboard — Web interface visualizing FHIR R4 Patient demographics, diagnostic observations, and vital trends.
- geminiweb2api — High-concurrency Go proxy service built with Uber-Fx dependency injection, Fiber v3, and automated Docker release workflows.
name: "ĐINH HOÀNG SÁNG (ENG.DINH)"
role: "Healthcare Integration Engineer"
focus: "LIS • Medical Device Connectivity • Mirth Connect • HL7/ASTM • QC/URT • Agentic AI"
mission: "Building the bridge between medical devices, clinical data, and intelligent systems"
location: "Ho Chi Minh City, Vietnam 🇻🇳"
education: "B.Eng Biomedical Engineering — International University (VNU-HCM)"
experience: "3+ years"
what_i_do:
- "LIS software development & lab analyzer connectivity"
- "Mirth Connect integration — HL7/ASTM/FHIR channels"
- "Medical device interfacing (analyzers, POCT, serial RS-232, TCP/IP)"
- "Connecting multi-vendor laboratory analyzers into Bio-Rad QC/URT systems"
- "Clinical tools & healthcare data validation"
- "Applied agentic AI for healthcare integration workflows"-
2017 — 2021 | 🎓 Biomedical Engineering Foundation
Graduated with B.Eng in Biomedical Engineering from International University (VNU-HCM). Focused on medical instrumentation, biosignal processing, and clinical informatics. -
2021 — 2021 | 💡 Clinical AI Research Internship
Built deep learning and computer vision pipelines for medical image analysis and diagnostic support. -
2021 — 2022 | 🤖 AI Engineer
Developed computer vision systems for clinical research, connecting medical imaging data with automated detection pipelines. -
2022 — Present | 🏥 Healthcare IT & Systems Integration Engineer
Driving medical device integration across hospitals and laboratories. Connecting automated analyzers to LIS, QC, and URT systems via HL7/ASTM, serial/TCP interfaces, and Mirth Connect channels.
Healthcare Integration Architecture
- Devices:
Analyticon Urilyzer•Furuno CA270/400/800•EXIAS e|1•Nihon Kohden MEK•Elitech•Baxter Prismaflex/PrisMax•Bio-Rad- Protocols:
ASTM E1381/E1394•HL7 v2.x•FHIR R4•TCP/IP•RS-232 Serial- Middleware & Backends:
Mirth Connect•Python•Go•FastAPI•SQL Server•PostgreSQL- Intelligence & Quality:
Agentic AI•Data Validation•Bio-Rad QC/URT•Lab Automation
🛠️ Full Tech Stack & Tools (Click to expand)
Protocols & Standards:
Languages:
Backend & Data:
DevOps & Engineering Tools:
📜 Verified Certifications & Credentials
2026
| # | Course | Credential |
|---|---|---|
| 1 | AI Agents and Agentic AI with Python & Generative AI |  |
2022
| # | Course | Credential |
|---|---|---|
| 1 | Python Project for Data Engineering | |
| 2 | Introduction to Data Engineering | |
| 3 | Introduction to Docker : The Basics | |
| 4 | AI for Medical Prognosis | |
| 5 | Python Data Structures | |
| 6 | Programming for Everybody (Getting Started with Python) | |
| 7 | Linux and Bash for Data Engineering | |
| 8 | Python for Data Science, AI & Development | |
| 9 | Build a Data Science Web App with Streamlit and Python | |
| 10 | Hyperparameter Tuning with Keras Tuner | |
| 11 | Deep Learning with PyTorch : Object Localization | |
| 12 | Deep Learning with PyTorch : Generative Adversarial Network | |
| 13 | Data Visualization using Plotly | |
| 14 | Deep Learning with PyTorch : Image Segmentation | |
2020
| # | Course | Credential |
|---|---|---|
| 1 | Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization | |
| 2 | Neural Networks and Deep Learning | |
| 3 | Convolutional Neural Networks | |
Built by DinhLucent