After 20+ years in C-level roles in banking, leasing, and microfinance, I made a deliberate decision to expand my expertise into AI/ML, Cloud & Full Stack Development—the technology pillars shaping the future of business.

I didn’t just want to learn theory; I wanted to build real-world applications from scratch.

Over the past two years, I’ve completed rigorous Caltech programs, worked on complex projects, and deployed full-scale applications using Angular, Spring Boot, AWS, Docker, Jenkins, Python, and AI/ML models.

My Key Projects

A fully developed Angular + Spring Boot SaaS application that provides premium code templates for developers.

• Tech stack: Angular, Spring Boot, AWS (Cloud Deployment), Docker, Jenkins, Auth0 (Authentication), Paddle (for payments).
• Gated content & monetization: Built a subscription model with secure authentication and payment processing.
• Scalable & cost-efficient architecture: Designed for optimal performance while maintaining accessibility.

This project showcases my ability to develop, deploy, and monetize a real SaaS platform.

A deployed AI-powered loan risk predictor built on Kaggle’s Home Credit Default Risk competition dataset.

• Trained & deployed LightGBM model (0.7807 AUC, close to competition winners).
• Tech stack: Flask API, Angular front end, AWS deployment.
• End-to-end AI pipeline: From data cleaning, feature engineering, training, evaluation to production deployment.

This project demonstrates my expertise in data science, AI deployment, and turning AI research into real business applications.

What’s Next?

With hands-on experience in AI, full stack, and cloud, and 20+ years in business, I am ready to drive AI-driven transformation in an executive or strategic leadership role—helping businesses implement real-world AI solutions.

If you’re looking for someone who understands both business strategy and AI implementation, let’s talk.

✉️ ogi@fullstackista.com | 🔗 LinkedIn