Welcome stranger! To make this portfolio journey less boring, I merged my love for music with my love for data product delivery.
Not limited to a single genre: I'm an engineer with a strong background in statistics, management and a combo of Agile + Lean Six Sigma methodology. I have dedicated my career to positions as Machine Learning Engineer, Data Engineer, Data Scientist and LSS Engineer in startups and big techs. I have tackled a broad range of problems.
I like strumming chords with people: finding beauty in interdisciplinary science and getting to know new perspectives of the world.
I have used an extensive array of tools to deliver value.
For application development with machine learning (scikit-learn for fast prototyping, pytorch for NN), data science (scipy) and support libraries to help scale the apps (eg: dataclass, pytest, asyncIO, multiprocessing, prefect).
For analytical SQL-based queries in the range GB to TB of data, cataloguing and auditing to facilitate usage by other teams.
Being certified Cloud Practitioner, I have used most of AWS tools: S3, SageMaker, Athena, EC2 whether to develop microservicies or to support monolithic applications.
Bash and UNIX-like SO to deploy and maintain applications.
Prioritizing flexibility in exchange of specificity, I have worked in an assortment of positions in data science.
Bringing the most similar products by visual and textual similarity. Embedding computing, cosine similarity, deduplication, vector databases and all the shenanigans that come with embeddings-based systems.
Recommendations systems based on events (clicks, prints), texts and other structured data for simpler and faster delivery using Tf-Idf and Logistic Regression.
Ranking based on multifactorial data for startups, using statistical distributions and transformations to represent abstract ideas into absolute numbers.
An assortment of investigations, apps and dashboards for clients using tools lik Streamlit, Airflow, PowerBI and Tableau.
I am always up to getting to know more people and making meaningful bonds. Feel free to message me.