$ whoami

Marcelino Keyrouz

Software Developer | AI Engineer

I build production systems end to end, from typed backends and infra to the model pipelines and agents that sit on top of them.

training_run.pylive
epoch
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loss
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$ cat about.md

I spend most of my time in the space between traditional software engineering and applied AI: designing the services, data pipelines, and infrastructure that make model-backed features reliable enough to run in production, then iterating on the models and prompts that sit on top of them. I care most about systems that are easy to reason about, test, and hand off.

Most of what I build sits at the boundary between two worlds that don't always speak the same language: the reliability expectations of traditional backend engineering, and the empirical, iterative nature of working with models. I like closing that gap: writing evaluation harnesses instead of eyeballing outputs, treating prompts and pipelines as versioned artifacts, and building the kind of tooling that makes an AI feature boring to operate.

$ git log --oneline --stat

  1. a3f9c1eApril 2024 - Present

    Software Developer

    Capital Banking Solutions

    I started as an Oracle PL/SQL Developer, where I focused on building interfaces and regulatory reporting solutions for clients. As I grew within the company and gained more experience, my focus shifted toward developing web services using Spring Boot. Later, I expanded my skill set into frontend development, working on projects with Angular, which allowed me to transition into a Full-Stack Developer role.

  2. 7d2b4aaAugust 2023 - April 2024

    Oracle Developer

    Valoores

    I started my professional career at this company as a fresh graduate, with little knowledge of the professional world. This is where I built my foundation in Oracle PL/SQL and gained hands-on experience working on various projects for different clients, primarily focused on KYC and Regulatory Reporting.

  3. 0a4d2f1April 2023 - July 2023

    Internship Trainee

    Creoshift

    I started my professional journey with a frontend development internship during my final year of my BSc. Working on real-world projects gave me valuable hands-on experience, where I developed my skills with Next.js and Tailwind CSS while building modern UI components and designs.

$ ls ~/projects

  • impact:

$ cat skills.yaml

languages:
- Python
- Java
- Rust
ai_ml:
- PyTorch
- Tensorflow
- Scikit-learn
- OpenCV
- RAG pipelines
- Fine-tuning
web:
- Angular
- Nextjs
- CSS (with major frameworks)
databases:
- Oracle
- PostgreSQL
- MongoDB
infra:
- AWS
- Docker
- Terraform
tools:
- Git
- GitHub
- Linux
- CI/CD