Work with me

Mission

I leverage more than 10 years of experience leading fundamental and applied R&D projects both in academia and industry to frame, drive, and execute data and machine learning projects from ideation to production.

Soft skills

I have grown a cross-functional skillset between customer-facing operations and R&D project management within interdisciplinary hardware and software teams.

This allows me to effectively bridge the gap between these two areas and ensure that projects are aligned with customer needs and expectations. It also helps me communicate effectively with stakeholders from both sides and facilitate the successful delivery of projects.

Developer manifesto

I code in Python, and have been previously exposed to Matlab and R.

I commit to the principles of clean architecture, and writing maintainable, readable, and testable code. I use modern development tools for quality (linter and static type checker), versioning (Git) and deployment (Docker) of software.

Tech

Seasoned knowledge

Python for Data (Pandas, Numpy), ML (Scikit-learn, Keras/PyTorch) and backend (FastAPI) development

SQL and NoSQL to interact with your databases

Plotly and Dash for creating beautiful pre-production dashboards and web interface demos

Git, Docker and Github Actions for versioning, containerization and CI/CD pipelines

Google Cloud Platform, for cloud computing and serverless services

Working knowledge

Spark (Pyspark) for distributed data processing and Machine learning

Kubernetes for application deployment

Airflow for orchestrating data ingestion, quality, and processing pipelines

R for statistical hypothesis testing and modeling

Matlab for scientic calculus

Currently learning

Javascript and web development

Where I step in to help

Project Framing

I use my analytical mindset to help you qualify your business needs and translate them into Data and Machine Learning requirements.

Statistics & Machine learning

I apply my quantative skills and creativity to drive rigorous statistical analyses or Machine learning experiments answering your business questions.

Production Deployment

I work with your product and software engineering team to translate proof of concepts into beautifully crafted Data and Machine learning products applying software engineering best practices.