Resume
Contact Information:
- Address: Rosario, S2000, Argentina
- Email: juanjosefarina.jjf@gmail.com
- LinkedIn: https://linkedin.com/in/juanjosefarina
- Phone: +543413200048
- GitHub: https://github.com/juanjfarina
Summary
I am an MLOps Engineer at PwC since September 2023, with a background in full-stack web development at Academia Rosario Ballet and No Country. I have been developing hobby apps since 2010, when I studied “Computer Systems Analyst.” I am a Mensa member, a 4 kyu in Codewars (top 9%), and hold a C2 proficiency in English.
Work Experience
MLOps Engineer | PwC | Sep 2023 - Present
As a Machine Learning Operations Engineer, I am responsible for the end-to-end development of Machine Learning projects involving supervised and unsupervised models, feature engineering pipelines, and LLM multi-agent frameworks. Recognized thrice and promoted in the tenth month of work, my responsibilities include:
- Python: Using Pip, Pipx, and Pipenv for package management
- Coding Best Practices: Employing design patterns like Strategy, Factory, and Repository
- Data Science: Utilizing Numpy, Pandas, Pandera, Sci-kit Learn, Pytorch, Tensorflow, Keras, and Pyspark for ML code improvement
- Development: Building backend REST APIs and frontends with FastAPI, Chainlit, and Streamlit
- Testing: Ensuring 100% unit test coverage with Pytest using a mix of London and Chicago school approaches
- Quality Control: Using pre-commit hooks, Mypy, Pylint, Ruff, and Commitlint
- Version Control: Implementing Semantic Versioning with Git and Trunk-Based Development
- Environment Management: Leveraging DevContainers and Git Submodules
- Data Management: Using MSSQL and DatabricksSQL
- CI/CD: Automating processes with Azure Pipelines, Hashicorp Vault, Jfrog Artifactory, Docker, and Bash
- Deployment: Working with Azure, EventHub Integration Fabric, Databricks, MLFlow, and Kubernetes
Further Experience as Developer | 2010 - 2023
In 2023, I developed full-stack web applications for Academia Rosario Ballet and No Country, including a full institutional website hosted at WNPower and led an ad-honorem project for an e-learning platform. From 2010 to 2022, I developed several personal apps and participated in Global Game Jam events in 2013, 2015, and 2024. Key technologies used include:
- Frontend: HTML, CSS, JavaScript, Ajax, Jquery, React, Next, Angular
- Backend: TypeScript/Nest/PostgreSQL, Node/MongoDB, PHP/MySQL
- Quality Control: Utilizing Husky hooks, ESLint, Jest
- Deployment: Using Vercel, Railway, and WNPower
Education
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Advanced Technician in Programming | Teclab | Oct 2023 - Present Currently 36% complete. Two-year degree focusing on core software development values, programming fundamentals in C++, databases, AWS cloud computing, user experience, and front-end and back-end development with React and Java.
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Computer Systems Analyst | Esc. Sup. Urquiza | Mar 2010 - Oct 2011 Completed 67% of the program. Three-year degree covering computer science concepts, front-end and back-end development with JavaScript, PHP, MySQL, computer systems knowledge, analysis, philosophy, and mathematics.
Professional Certifications
(longer than 200 hours)
- Machine Learning | Stanford University | 2024-03-30
- ML Engineering for Prod. (MLOps) | DeepLearning.AI | 2023-09-29
- Front-End Developer | Meta | 2023-05-27
- Back End Development and APIs | FreeCodeCamp | 2023-05-25
- Front End Development Libraries | FreeCodeCamp | 2023-04-04
Other certifications and courses
- Linear Algebra for ML and DS | DeepLearning.AI | 2023-09-19
- English C2 Proficient | EF-SET | 2023-08-16
- Reactive Microservices | IBM | 2023-08-09
- AI and Public Health | DeepLearning.AI | 2023-07-07
- Docker for Developers | LinkedIn Learning | 2023-06-24
- Development & Engineering | Accenture | 2023-06-13
- Developer Experience Program | Accenture | 2023-06-12
- Agile Development and Scrum | IBM | 2023-05-23
- Introduction to Cloud Computing | IBM | 2023-05-19
- Introduction to DevOps | IBM | 2023-05-18
- User Experience (UX) Design | Google | 2023-04-28
- Java Developer Advanced | Polo Tecnológico Rosario | 2012
- Java Laboratory | Neoris | 2012
- Java Basic | CCI-FAGDUT | 2011