I'm a passionate developer specializing in data science, analytics, and AI implementation. My technical journey spans multiple programming languages with a current focus on generative AI technologies.
- Generative AI Models: Exploring architectures like transformers, diffusion models, and multi-modal systems
- Production AI Implementation: Building robust pipelines for AI model deployment and monitoring
- Advanced Machine Learning Techniques: Fine-tuning and optimization
- R: Statistical analysis, data visualization, and Shiny app development
- SQL: Complex querying and database optimization across various platforms
- Python: Data science pipelines, machine learning implementation, and automation
- JavaScript: Web application development and interactive data displays
- Bash & PowerShell: Automation, system administration, and DevOps workflows
- Frameworks: Shiny, RMarkdown, React, Node.js, Django, Spring Boot
- Databases: Oracle, MSSQL, AWS Redshift, PostgreSQL
- Tools: Git, Docker, VSCode Insiders
Here are a few projects I've been working on recently:
- Generative AI in Production: Implementing and optimizing large language models for business applications
- Multi-language Data Pipeline: Combining R, Python and SQL for efficient data processing and analysis
- Interactive Data Visualization: Using R Shiny and JavaScript to create dynamic data exploration tools
- MLOps Automation: Building robust CI/CD pipelines for ML models using Bash and PowerShell
- Email: jfontestad@example.com
- LinkedIn: jfontestad
- Twitter: @
I write about my programming journey and AI explorations on my blog, with a focus on practical applications of the languages and technologies I'm currently learning.
Thanks for visiting my profile! Have a great day! π
Last updated: 2025-02-25 03:52:43 UTC