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renswickd/README.md

πŸ’« About Me

I'm part of the Data Science and Generative AI community β€” always exploring what's next in AI.

Always learning, always leveling up.


  • I build modern intelligent systems using LLMs, multi-agent frameworks, and scalable MLOps pipelines.
  • Hands-on across Azure, AWS, and open-source ecosystems.
  • Certified in Azure Data Science, AWS ML Engineering, Snowflake, and SAS Programming.
  • Passionate about simplifying complexity, sharing knowledge, and turning data into decisions.

🌐 Connect with Me


πŸ’» Tech Stack

🧠 Generative AI & LLMOps

LangChain LangGraph CrewAI AutoGen PromptFlow Azure OpenAI OpenAI SDK Hugging Face LlamaIndex VectorDB RAG Agentic AI vLLM LiteLLM Ollama Model Serving MCP n8n Docker Compose


πŸ” MLOps & ML Engineering

MLflow Azure ML AWS SageMaker Snowflake Databricks Docker Docker Compose GitHub Actions Azure DevOps


πŸ‘¨β€πŸ’» Programming Languages

Python R SAS SQL PySpark


πŸ“š ML & Deep Learning Frameworks

Scikit-learn TensorFlow Keras PyTorch FastAI SciPy NLTK


🧩 Backend & APIs

FastAPI Flask Streamlit


πŸ“Š Data Wrangling & Visualization

Pandas NumPy Matplotlib Seaborn Plotly ggplot2 Tidyverse


πŸ—ƒοΈ Databases & Storage

MongoDB MySQL PostgreSQL Azure Data Lake Storage (ADLS) Azure Blob Storage AWS S3


πŸ› οΈ Developer Tools & IDEs

VS Code Git Cursor IDE RStudio Linux


πŸ” Additional Tooling

MS Fabric OCR NotebookLM


πŸ“Š GitHub Stats

Pinned Loading

  1. rag-master-repo rag-master-repo Public

    Master repository for various RAG types.

    Python 10

  2. deploy-gpt-oss-in-ec2 deploy-gpt-oss-in-ec2 Public

    Local deployment of gpt-oss-20b model in AWS EC2 instance.

    Python 8

  3. semantic-prompt-cache semantic-prompt-cache Public

    This app leverages Semantic Caching to minimize inference latency and reduce API costs by reusing semantically similar prompt responses.

    Python 7

  4. R-Package-for-Pearson-Diagram R-Package-for-Pearson-Diagram Public

    An R package for visualizing data points from unknown distributions on a Pearson diagram, allowing users to evaluate and interpret skewness and kurtosis for effective statistical insights. It is us…

    R 4 1

  5. MLOps-Hotel-Revenue-Management MLOps-Hotel-Revenue-Management Public

    It is an End-to-end MLOps pipeline for hotel reservation prediction leveraging GCP, LightGBM, MLFlow, Jenkins and Docker. This system automates data ingestion, preprocessing, feature selection, mod…

    Python 8

  6. document-parser-collection document-parser-collection Public

    This is a collection of various document parsers and hands-on to construct structured data for your RAG applications.

    Python 3