# AntonioVFranco Docs

## AntonioVFranco Docs

- [Overview](https://antoniovfranco.gitbook.io/antoniovfranco-docs/overview.md): Start here. What I do, results, and where to go next.
- [AWS ML architecture on AWS](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/aws-ml-architecture-on-aws.md): How I design training and inference systems on AWS.
- [AWS cost optimization for ML](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/aws-cost-optimization-for-ml.md): How I reduce AWS costs for training and inference.
- [Parameter-efficient fine-tuning (LoRA, QLoRA, QDoRA)](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/parameter-efficient-fine-tuning-lora-qlora-qdora.md): How I fine-tune LLMs with tight GPU budgets.
- [MLOps and production ML systems](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/mlops-and-production-ml-systems.md): CI/CD, monitoring, drift, A/B tests, disaster recovery, reproducibility.
- [Services and engagement model](https://antoniovfranco.gitbook.io/antoniovfranco-docs/portfolio/services-and-engagement-model.md): What I deliver, typical timelines, and how we work.
- [Client case studies](https://antoniovfranco.gitbook.io/antoniovfranco-docs/portfolio/client-case-studies.md): Representative client work and results.
- [Debugging and problem solving](https://antoniovfranco.gitbook.io/antoniovfranco-docs/portfolio/debugging-and-problem-solving.md): How I approach latency, reliability, and production issues.
- [Skills and tooling](https://antoniovfranco.gitbook.io/antoniovfranco-docs/portfolio/skills-and-tooling.md): Languages, AWS services, ML tooling, and MLOps stack.
- [Writing and open source](https://antoniovfranco.gitbook.io/antoniovfranco-docs/portfolio/writing-and-open-source.md): Technical writing and open-source projects.
- [Freelance AWS Machine Learning Engineer](https://antoniovfranco.gitbook.io/antoniovfranco-docs/portfolio/freelance-aws-machine-learning-engineer.md): AWS Cost Optimization & Fine-tuning Infrastructure Specialist
- [Deep dives index](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives-1/deep-dives-index.md): Links to the deep-dive pages.

## Docs

- [Welcome](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/readme.md)
- [Quickstart](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/getting-started/quickstart.md)
- [Publish your docs](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/getting-started/publish-your-docs.md)
- [Editor](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/basics/editor.md)
- [Markdown](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/basics/markdown.md)
- [Images & media](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/basics/images-and-media.md)
- [Interactive blocks](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/basics/interactive-blocks.md)
- [Integrations](https://antoniovfranco.gitbook.io/antoniovfranco-docs/docs/basics/integrations.md)


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