Skip to content
View jorgeutd's full-sized avatar
10 followers · 14 following

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Pull Shark

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Pull Shark

Block or report jorgeutd

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
jorgeutd/README.md

Hi there 👋 My name is Jorge, and I live in Columbus, OH.

🌟 Personal Summary

A seasoned data science and analytics professional with over a decade of experience in spearheading the development, leadership, and scaling of advanced machine learning, NLP, Generative AI, and analytics solutions. My expertise spans across product development, customer experience, and operations management, with a strong proficiency in machine learning, natural language processing, deep learning, data analysis, and statistical modeling.

⚡Technologies

🌩️ Cloud Technologies

  • AWS AWS
  • GCP GCP
  • Docker Docker
  • Terraform Terraform
  • AWS CDK AWS CDK
  • Serverless Serverless Framework

Languages and Tools:

Python Go R Rust



💻 Technical Skills & Competencies

  • NLP / Generative AI: Transformers, NLTK, spaCy, fastai, fastText, OpenAI, AWS Bedrock, Vertex AI, LangChain, LlamaIndex
  • Machine Learning / Deep Learning: Python (Sklearn, TensorFlow, PyTorch, Keras), R, Matlab, AWS SageMaker
  • Time Series Forecasting: Python (Sktime, Darts, Prophet, NeuralForecast, statsforecast)
  • Query & Database: SQL, PL/SQL, VQL, DAX, CYPHER (Neo4j) - Presto, Snowflake, Hive, AWS RDS pgvector DB, AWS DynamoDB, AWS Athena, SQL Server, PostgreSQL, Redshift, Neo4j
  • Programming: Python, R, Rust, Scala
  • Version Control: Git, Bitbucket, Gitlab
  • Data Visualization: Streamlit, MS Power BI, Tableau, AWS Quicksight, R Shiny
  • Languages: Fluent in English, Spanish, and Portuguese
  • Product: Roadmaps, Strategic/Systems Thinking, Experimentation, Experience Design, Technical Leadership

🔗 Let's Connect!

Twitter LinkedIn

Popular repositories Loading

  1. swarm-multi-agent-orchestration swarm-multi-agent-orchestration Public

    Project demonstrating multi-agent orchestration using the Swarm OpenAI Agent framework.

    Python 4

  2. llm-finetuning-scripts-utils llm-finetuning-scripts-utils Public

    Collection of training scripts for supervised fine-tuning and alignment of transformer language models. The scripts are designed to be run on Amazon SageMaker for efficient training of large langua…

    Python 2

  3. PyTorch-lightning-finetuning-summarization PyTorch-lightning-finetuning-summarization Public

    Jupyter Notebook 1

  4. classify-sentiment-on-IMDB-reviews-LSTM-GRU-Bidirectional-GRU classify-sentiment-on-IMDB-reviews-LSTM-GRU-Bidirectional-GRU Public

    This sequential models based approach to predict the sentiment over a movie review using the IMDB movie reviews dataset. The kernel imports the IMDB reviews (originally text - already transformed b…

    Jupyter Notebook 1

  5. recommendersys recommendersys Public

    This repo shows a set folder with notebooks demonstrating a variety techniques with different approaches for developing recommendation systems.

    Jupyter Notebook 1 1

  6. useful-snippets-tabular useful-snippets-tabular Public

    A collection of useful Python code snippets for Exploratory Data Analysis (EDA), Feature Engineering, and Modeling.

    Python 1