10+ production projects | JavaScript (ES6+) | React (Hooks, Context, Redux) | Node.js | Express | MongoDB
Solutions Architect | 5+ cloud-deployed applications | CI/CD Pipelines | Docker | Kubernetes
Specializing in financial ML models | TensorFlow | PyTorch | 87% accuracy on stock prediction models
50+ published articles | 100k+ reads | Documentation specialist | Open-source contributor
- Achieved 92% prediction accuracy on NASDAQ-100 stocks
- Implemented multivariate time-series analysis
- Tech: Python, TensorFlow, Yahoo Finance API
- 300+ commits | 5 microservices architecture
- Handled 10k+ RPM in load tests
- Tech: Node.js, Express, Redis, AWS ECS
- 1k+ active users in prototype phase
- Real-time features with Socket.io
- Tech: React, Firebase, Material UI
- Top 5% contributor on Dev.to
- Hackathon Winner - FinTech Innovation Challenge
- Published Researcher - Conference on ML Applications
| Title | Publication | Reads |
|---|---|---|
| Optimizing React Performance | Dev.to | 15k |
| Serverless Architectures on AWS | Medium | 8.2k |
| Time-Series Forecasting Techniques | Towards DS | 12k |
const willieStack = {
languages: ["JavaScript", "Python", "TypeScript"],
frontend: ["React", "Next.js", "Redux"],
backend: ["Node.js", "Express", "FastAPI"],
databases: ["MongoDB", "PostgreSQL", "Redis"],
devops: ["AWS", "Docker", "GitHub Actions"],
ml: ["TensorFlow", "PyTorch", "Pandas"]
};