open-austin / open-austin/practice-data-nerds
Alexis Raykhel: Data Contributor Profile
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Description
Introduction
Hello! I'm a data science and NLP person looking to contribute to community data needs.
What I know
NLP & DS: Plotly, Spacy, ClearML, CTakes, Autolabel, Refuel, Snorkel, Pandas, SKLearn, StanfordCoreNLP, BERTTopic, HuggingFace, ScatterText, NLTK, Parser Combinators, Data Annotation, Doccano, Prodigy, Term Disambiguation, NER, Topic Modeling, Document Classification, AllenNLP, CRF, OpenAI, LLM fine-tuning, Bag of Words, Word Embeddings, Human in the Loop
Data Engineering: Jenkins, Airflow, AWS development, Grafana, CI/CD Pipelines, Mockito and Unit Testing, ElasticSearch, Artifactory, Functional Programming Principles, REST APIs, Code and Data Versioning, ETL and ELT Pipelines, SQL/PSQL, NoSQL, Docker, Production Monitoring, Streamlit, LLM Inferencing, Data Annotation Pipelines
Computers: Python, Java, Scala, Bash, Git, Linux, Gradle, RegEx
Business: Data Architecture, Project Planning, Data Scientist Mentoring, Jira, Technical and Cross-Team Documentation, Confluence, Miro
What I want to know
User interface / user experience, database architecture, latency / performance enhancement
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
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