Professional Full-Stack Systems with Python, React and Generative AI

Full-Stack Development | Generative AI Integration | Legacy System Modernization | Ethical Web Scraping | On-Demand and Ongoing Support

High quality Python and React engineering for new platforms, AI capabilities, automation pipelines, legacy modernization, and continuous system care designed to last, not just to launch.

Smart Automation for Business Workflows

A person is seated on a yellow chair, working on a laptop with visible code on the screen. Next to them, a book titled 'Python' is placed.A person is seated on a yellow chair, working on a laptop with visible code on the screen. Next to them, a book titled 'Python' is placed.
A laptop displaying a code editor with lines of code related to a React application. The screen shows project folders and files written in JavaScript, suggesting software development in progress. The background is slightly blurred, adding focus to the laptop screen.A laptop displaying a code editor with lines of code related to a React application. The screen shows project folders and files written in JavaScript, suggesting software development in progress. The background is slightly blurred, adding focus to the laptop screen.
texttext

Production-Grade Full-Stack Systems

Web Scraping and Data Extraction

a computer circuit board with a brain on ita computer circuit board with a brain on it

High-quality Python and React applications designed for scalability, security, and long-term evolution.

Generative AI & LLM Integration

Integrate Hugging Face, OpenAI, or custom LLMs into production systems into secure, validated, and scalable.

Automate repetitive tasks with Python scripts that integrate with your existing tools, reliable, tested, and documented.

Extract structured data from websites with robust, ethical, and scalable scrapers, ready for real-world use.

Legacy System Modernization

Refactor and evolve your legacy applications to make them maintainable, testable, and ready for future growth without a full rewrite.

two people sitting at a table with laptopstwo people sitting at a table with laptops

Technical Audit & Code Health Review

Get a clear, actionable assessment of your system’s architecture, risks, and technical debt so you can make informed decisions with confidence.

man in gray dress shirt sitting on chair in front of computer monitorman in gray dress shirt sitting on chair in front of computer monitor

Get help for bugs, updates, or small improvements, with a one-time fixed price and no commitment.

On-Demand Expert Support

man facing three computer monitors while sittingman facing three computer monitors while sitting

Ongoing System Maintenance

Keep your system secure, updated, and evolving with monthly expert care, ensuring predictable costs and zero surprises.

black flat screen computer monitorblack flat screen computer monitor

About Me

Fernando Magalhães – Founder & Software Engineer at FM ByteShift Software

With 15 years of experience, I build scalable full stack systems, integrate Generative AI responsibly, automate business workflows, extract data ethically, and modernize legacy applications, all with production grade engineering, rigorous testing, and long term maintainability, supported by flexible support packages for on demand help and ongoing maintenance.

Trusted by clients in healthcare, insurance, and telecom.

I'm also the author of:

To learn more about my background and previous work, feel free to explore:

🔗 LinkedIn Profile

🔗 GitHub Projects

🔗 Medium Profile

Contact

Frequently Asked Questions

What services do you offer?

I specialize in building scalable full stack systems (Python + React), integrating Generative AI and LLMs responsibly, delivering ethical automation and web scraping, modernizing legacy applications, and providing ongoing system maintenance, all with production grade engineering, rigorous testing, and long term reliability.

What is your experience?

With 15 years in software engineering, I’ve delivered systems for regulated industries like healthcare, insurance, and telecom where quality, security, and maintainability are non negotiable.

I'm also the author of:

How does web scraping work?

Web scraping is the structured extraction of data from websites, done ethically and in compliance with robots.txt and terms of use. I deliver it as a reliable, testable, and scalable component of your system, not just a script.

Do you provide post-development support?

Yes. Every project includes post delivery support, 1 week for Basic, 2 weeks for Medium, and 4 weeks for Advanced packages, with optional extended maintenance for long term stability.

What technologies do you use?

I primarily use Python (FastAPI, Django) and React, along with Docker, CI/CD, and testing frameworks, always aligned with Clean Architecture and DDD.

For AI, I integrate Generative AI and Large Language Models (LLMs) from providers such as Hugging Face, AWS Bedrock, OpenRouter as well as client-provided custom LLMs using secure, mockable, production-ready patterns. I do not fine-tune models; I make them work reliably in real systems.

Can I get on-demand support?

Absolutely. If you need help with bugs, updates, or small improvements without a monthly commitment, I offer an On Demand Support Block: $150 for up to 5 hours of focused work, delivered within 5 business days.

Address

R Pais Leme, 215 - CONJ 1713
Pinheiros, SP - CEP: 05.424-150

Get in Touch

📧 contact@fmbyteshiftsoftware.com

Phone / WhatsApp / Telegram

📞 +55 (21) 97250-1546

FM ByteShift Software — CNPJ: 62.145.022/0001-05