Coder Social home page Coder Social logo

👋   Hey there, I'm Claudio Spiess

I'm a data scientist and software engineer. I'm currently pursuing a Master's in Computer Science at the University of California, Davis. My work revolves arround applying machine learning techniques, especially from the natural language processing community, to software engineering problems.

🧠   Expertise: Machine Learning, Data Science, Python, ML4SE, AI4Code

🔗  [Personal website] - [LinkedIn]

🎓   Education

  • Master of Science in Computer Science at University of California, Davis, USA (In Progress)
  • Bachelor in Computer Science & Engineering at Free University of Bozen-Bolzano, Bolzano, Italy (2019)
  • Computer Science Study Abroad at College of Charleston, Charleston, USA (2017)

👨‍💻   Experience

  • Graduate Student Researcher at University of California, Davis

    • Perform research on machine learning for software engineer problems, currently investigating use of BERT embeddings of trace data for code retrieval tasks. Extensive use of data analysis, deep learning, and NLP techniques.

  • Teaching Assistant at University of California, Davis

    • ECS 160 Software Engineering: Held discussion section & office hours, produced & graded homework, proctored & graded exam, answered student questions on discussion forum

  • Machine Learning Intern at Overstock.com

    • Built & deployed Streamlit app to analyze embedding spaces used in product recommender systems
    • Designed & implemented 3 core features: nearest neighbor visualizations, linear & classification probes, and catalog coverage analysis for recommender systems ML team, optimizing their development and debugging workflow

  • Junior Software Engineer at Floryn

    • Developed features & improvements on Ruby on Rails and React/TypeScript apps that managed over C185 million euros in outgoing loans at one of the Netherland’s fastest growing startups with over C78 million in funding
    • Worked within Data Science team to deploy & maintain Dockerized production Python ML inference services
    • Created system for monitoring ML model outputs & explaining decisions to non-technical stakeholders e.g. through the use of SHAP

  • Full Stack Development Intern at Datatellers Srl

    • Wrote a web app to manage geospatial data for a large engineering company using Bootstrap, jQuery, and PostgreSQL

🛠️   Skills

  • Languages:   Python, Ruby, SQL (Postgres), TypeScript
  • Frameworks:    PyTorch, Flask/FastAPI, Rails, React, Node.js
  • Developer Tools:       Git, Docker, Terraform, AWS, CircleCI, VS Code
  • Libraries:       pandas, NumPy, Huggingface, Matplotlib, plotly

Claudio Spiess's Projects

code2seq icon code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

epicbox icon epicbox

Run untrusted code in secure Docker based sandboxes

fauxpilot icon fauxpilot

FauxPilot - an open-source GitHub Copilot server

function_parser icon function_parser

Fork of the awesome function_parser library from Github's CodeSearchNet Challenge repo: https://github.com/github/CodeSearchNet/tree/master/function_parser

latexbuild icon latexbuild

Build output from Latex using Python and Jinja2 templating

lmwrapper icon lmwrapper

An object-oriented wrapper around language models (like openai endpoints or huggingface)

mycollections icon mycollections

A simple address book 📖 written in Java using JavaFX 💄 and JUnit for unit testing.

network-dropbox icon network-dropbox

A small C web server 🌍 with drag-and-drop HTML5 👌🏼 web interface for LAN file sharing

node-typescript-starter icon node-typescript-starter

🚀 Node.js starter kit with TypeScript for typing, with ESLint for linting 💅🏻, Prettier for formatting 👔, Docker for containerization 🐳, Jest for testing 🎭, and VS Code launch configuration

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.