noe / fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Hi, I'm Noe Casas. I specialize in natural language processing (NLP) and artificial intelligence (AI).

If you're a startup/company looking for guidance in your endeavours, feel free to reach out at [email protected]. I'd be happy to discuss how I can be of assistance to you. Check out my LinkedIn profile or the summary below to know the areas where I could be helpful.

如果您是家需要技术指导和支持的公司，请通过 [email protected] 联系我来安排咨询服务（汉语、英语都可以）。我们能讨论怎么合作。立刻查看我的领英资料或下面的摘要来了解我可以提供帮助的领域。

Areas of expertise:

• Machine translation, language modelling and NLP: I hold a PhD in Neural Machine Translation and have been doing NLP (deep learning-based and classical) for the last 5 years, both in Python and C++; I also have experience in speech processing and computer vision. I do both Pytorch and Tensorflow/Keras. Lately, I have been doing integrations with GPT-3.5 and GPT-4.
• Data science: experience with the Python stack: scikit-learn, pandas, etc. I deal with SQL every day. Regarding algorithms: experience with logistic regression, SVMs, linear regression, Bayesian linear models, A/B testing, gradient-boosted trees, k-means, hdbscan.
• Software development: almost 20 years of professional programming experience. Extensive backend experience in Python, Javascript, C++, and Java; experience also in mobile development in Kotlin and Swift, and some web development with React.
• Systems engineering: experience building scalable internet-facing services based on node.js/python, nginx, redis and SQL databases.

By the way, I am currently creating a language learning app for both teachers and students called Langtern. Find out more at www.langtern.com

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Profiles:

• LinkedIn profile

• Google Scholar

• Data Science Stack Exchange (ranked all-time 3rd highest reputation)