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πŸ‘‹ Hi, I’m Andrei

I do end-to-end ML, from idea to production and integration.

I am interested in innovation and start-ups.

Every once in a while, I work on some open-source projects.

πŸ“« For collaborations and inquiries, you can reach out to me at [email protected]

Andrei-Cristian Rad's Projects

adn icon adn

A PyTorch implementation of the Attention Diffusion Network from "Structured Time Series Prediction without Structural Prior"

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

bank-deposit-azure icon bank-deposit-azure

Model selection and deployment for predicting customers' acceptance rate for opening a bank deposit. Solved using Azure ML.

candle icon candle

Minimalist ML framework for Rust

clearml icon clearml

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

gliner icon gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

miryoku_zmk icon miryoku_zmk

I hate myself enough to dwell into keyboard firmare (2).

mm-debias icon mm-debias

Debiasing Multi-Langauge Large Vision-Language Models

monsters icon monsters

Measuring Outputs for Negative STERreotypeS in Text-to-Image Models

movies icon movies

An API for predicting the genre of movies based on synopses. Built using PyTorchLightning, Transformers and FastAPI.

neuralcoref icon neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

neuralcorefx icon neuralcorefx

A Spacy3 plugin for fast coreference resolution with rules and shallow neural networks

nlu-research icon nlu-research

Code repository related to various research and development experiments for the NLU component of a Romanian home assistant. Fork from the research group's repo.

rage icon rage

Retrieval Augmented Generation with Entailment for Knowledge Bases with Obsolete Documents

rasa icon rasa

πŸ’¬ Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

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