victor = {
"role": "Full Stack Engineer — Backend · DevOps · AI Integration",
"currently": "Pulmonary Institute / Moxie Link (Healthcare Platform, HIPAA)",
"location": "US Citizen · Remote Worldwide",
"stack": ["Python", "Django", "Ruby on Rails", "React", "TypeScript"],
"cloud": ["AWS", "GCP", "Azure", "Docker", "Kubernetes", "Terraform"],
"ai_ml": ["AWS Bedrock", "LangChain", "TensorFlow", "PyTorch", "OpenCV"],
"focus": "Shipping secure, production-grade systems that teams can trust",
}Backend
Frontend
AI & ML
Cloud & DevOps
HIPAA-regulated clinical records system serving active medical teams
- 🔐 Build and maintain HIPAA security infrastructure — automatic audit logging, encryption of sensitive patient data at rest, session timeouts, and remote session revocation
- 🤖 Integrate AWS Bedrock for AI-assisted clinical note-writing; built voice-to-text dictation with smart controls to prevent duplicate transcription
- ⚡ Optimize database queries so full patient profile loads (records, diagnoses, coverage) resolve in a single request
- 🧪 Expanded automated test suite from ~0 → 920 frontend tests + 151 security tests
- 📦 Ship across core APIs powering patient records, clinical encounters, facility management, and billing — serving real clinical users daily
| Project | Stack | Highlights |
|---|---|---|
| 🧠 Mental Health Chatbot | Python · ChatGPT API · TensorFlow · LangChain | 95% accuracy on 400k mental health posts |
| ✋ Hand Sign Detection | TensorFlow · EfficientNetB7 | 85%+ accuracy, ROC 0.92 on 800 images |
| 🏛️ Institution Management API | Ruby on Rails · RSpec · PostgreSQL | Nested resources, full RSpec coverage |
| 🛒 E-commerce Review App | Django · DRF · JWT · PostgreSQL | Auth, ratings, REST endpoints |
| ⚡ Transformer Fault Predictor | Python · TensorFlow · Scikit-Learn | ANN on power system sensor data |
- 🎓 Machine Learning Specialization — Stanford Online
- ☁️ AWS Cloud Technical Essentials — Amazon Web Services
- 🔁 DevOps, DataOps, MLOps — Duke University
- 🏭 ML Engineering for Production (MLOps) — DeepLearning.AI
- 👁️ Advanced Computer Vision with TensorFlow — DeepLearning.AI
- 🗣️ Natural Language Processing Specialization — DeepLearning.AI
- 🗄️ Database Design & SQL in PostgreSQL — University of Michigan
US Citizen · Available for remote roles with US time zone overlap
Open to Backend, Full Stack, and AI/ML Engineering roles at startups.