Liam Pieri's Personal Site

Crafting data solutions and their supporting infrastructure for machine learning with a penchant for innovation.

Founding Data Engineer @ Lightbird.ai

Designed & implemented Data Lake for LLM Agent Product, creating multimodal ingestion ETL's in Dagster to supply up to date knowledge documents.

Project: NeuralDigest

end to end machine learning project: scraping, processing, and applying LLMs to News Articles.

Project: Fitstyle

I developed an artistic application called Fitstyle, which integrates advanced segmentation and style transfer technology to deliver a unique photo filter. Made with my friend Joel Goncalves.

Data Engineer @ Titanium Software (formerly NetNumber)

As a Data Engineer for Titanium Software I developed and improved several ETL pipelines utilizing Python, Logstash, and SQLite. These pipelines effectively enriched and cleansed telecom metadata. I also collaborated with customers to produce customized Kibana security reports for the centralized solution, Titan. Additionally, I proposed and implemented a successful CI/CD pipeline for the product.

Associate Site Reliability Engineer @ RedHat

As an SRE for the Openshift Dedicated Platform team, I played a key role in enhancing the performance of Openshift Dedicated (RedHat's PAAS offering) by building operators and deploying an Elastic based monitoring solution.

DevOps Engineering @ RedHat

By implementing K-means clustering in Python, Pandas, and Scikit-learn, I generated anomaly detection reports for the CI/CD of RHEL/Fedora, providing valuable data insights to development teams.

Software Engineering Intern @ Grove

Built computer vision application for sensing nutrient deficiencies in plants using Python, scikit-learn, and OpenCv.

What I do

Programming Languages

Python, GoLang, Java, Groovy, JavaScript

DevOps Tooling

Kubernetes, Openshift, Ansible, Jenkins, Terraform, Docker, Prometheus, Zabbix, Elastic

Machine Learning / Data Science

TensorFlow, PyTorch, Numpy, Pandas, Scikit-learn, OpenCV

Data Engineering

Elastic, SQLite, PostGresSQL

Teach People

Create example projects and guide new developers on their path into the industry. Such as OWID-Notebooks: minimal example for ETL and visualization.

Hobbies

Hiking, Biking, Algebraic Number Theory

Get in touch