📡 about
Hi! This is a software development initiative built on top of the effort narrated in our Manifesto.
I am Lorenzo, software creator at Pramantha. I design and implement Web services and pipelines for data integration and Machine Learning,
leveraging Free and Open Source Software (FOSS). I had been co-founder and one of the lead developers at
Hydra Ecosystem. Currently I am one of the code owners at Smartcore, a Machine Learning
library written in Rust Language.
📚 coding
🗃 Software:
- Smartcore, ML library written in Rust, maintainer and code owner - code
- Rust language for Machine Learning (Jupyter Notebooks) - code
- Smartcore, implementing K-fold cross-validation - code
- KGlab, a framework to integrate graph technologies tools, contributor - code
- pynock, efficient distributed serialization for graph technologies, contributor - code
- Hydra Ecosystem - tools to deploy Semantic-enabled APIs in Python, lead developer - code
- Wasmer, a WebAssembly embedder, contributor - code
- redis-py, an easy to fix but not easy to spot - code
- RDF ontologies for space exploration - code
- A pipeline for NASA OCO-2 data products - code
- ...
📓 Notebooks:
- Music — Machine Learning — with Rust - blog
- A causal look into the factors of world happiness 0: Intro and hypothesis (2022) - notebook
- A causal look into the factors of world happiness 1: Causal discovery (2022) - notebook
- A causal look into the factors of world happiness 2: Causal inference (2022) - notebook
- A causal look into the factors of world happiness 3: Causal learning (2022) - notebook
Thanks to all that support these efforts.
🔭 research
I have variegated interests in software and around it, I have written about on my blog posts on Medium.
🗃 Posts intertwining philosopy science and software engineering:
- An introduction to Graphical Causal Modelling for data analysis (2022) - link
- Cybernetics Interfaces and Networks: intuitions as a toolbox (2022) - link
- Image Processing for bionetwork analysis series (2021) – link
- Forward Cybernetica (2021) – link
- Application Programming Interfaces as a game of black-boxes (2020) – link
- Server-side Python with Rust via WebAssembly series (2019) – link
- Introduction to public Quantum Computing APIs (2018) – link
- Founding a FOSS Organisation at Summer of Code (2017) – link
- Building a ETL pipeline for scientific data (2015) – link
- A process for prototyping a data system (2014) – link
Thanks to all that support these efforts.
🎞 visuals
I also enjoy exploring the frontiers of Art-Science using generative AI, electronic music and microscopy photography.
🗃 Visual Content:
🧮 what we do
Science is what we understand well enough to explain to a computer.
Art is everything else we do.
Donald Knuth
Pramantha is committed to sustainable efforts to provide customers and users with meaningful data management and value-creating systems. Pramantha workforce
comes from a background in different B2B experiences developing Web services for Mobile SDKs, Geospatial data management, Fintech, Healthtech; with focus on developing
knowledge and processes for small teams and startups. Pramantha provides with strong consulting on organisational challenges to allow future scaling of businesses. If you are
interested to talk about how to create meaningful Web services for small organisations, use this form.