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renswickd/README.md

Hi, I'm Renswick Delvar 👋

Generative AI Specialist • Data Scientist • Cloud ML Engineer

Typing SVG

🚀 About Me

I work at the intersection of Data Science, Generative AI, Cloud ML, and Data Engineering — building practical AI systems that move from idea to real-world impact.

  • 🧠 Building with LLMs, RAG, Agentic AI, multi-agent frameworks, and LLMOps
  • ☁️ Hands-on across Azure, AWS, Snowflake, Databricks, and open-source AI ecosystems
  • 🔁 Experienced in MLOps, model deployment, ML lifecycle management, and scalable data pipelines
  • 🕸️ Interested in Graph databases, connected data, and using graph thinking to solve business problems
  • 📚 Certified across Azure Data Science, AWS Machine Learning Engineering, Snowflake, and SAS Programming
  • ✨ Always learning, experimenting, and turning complex data into simple decisions

🧰 Tech Stack

🧠 Generative AI & LLMOps

RAG Agentic AI LangChain LangGraph CrewAI AutoGen PromptFlow Azure OpenAI OpenAI SDK Hugging Face LlamaIndex VectorDB MCP Ollama vLLM LiteLLM

🔁 MLOps & Cloud ML

MLflow Azure ML AWS SageMaker AWS Bedrock AWS Glue AWS Step Functions Databricks Snowflake Model Serving Responsible AI

👨‍💻 Languages & Analytics

Python SQL PySpark R SAS

📚 ML & Deep Learning

Scikit-learn TensorFlow Keras PyTorch FastAI SciPy NLTK

📊 Data, Apps & Visualization

Pandas NumPy Matplotlib Seaborn Plotly ggplot2 Tidyverse Power BI Streamlit FastAPI Flask

🗃️ Databases & Storage

MongoDB MySQL PostgreSQL Azure Data Lake Azure Blob Storage AWS S3 Graph Databases

🛠️ Engineering Tools

Docker Docker Compose GitHub Actions Azure DevOps Git VS Code Cursor RStudio Linux n8n MS Fabric

🎯 Focus Areas

Area What I Build
🧠 Generative AI RAG apps, agentic workflows, prompt engineering, LLM-powered automation
🔁 MLOps ML lifecycle, experiment tracking, deployment, model serving, monitoring-ready workflows
☁️ Cloud AI Azure ML, Azure OpenAI, AWS SageMaker, AWS Bedrock, scalable AI services
📊 Data Science ML models, analytics, visualization, insight generation, decision support
🕸️ Graph + Connected Data Graph thinking, relationship modelling, business context from connected data

🏅 Certifications & Credentials

📈 GitHub Analytics



🤝 Let's Connect

I enjoy collaborating on Generative AI, RAG, MLOps, Cloud ML, and Data Science projects.




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

    Master repository for various RAG types.

    Python 13 1

  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 9

  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 3 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 9 1

  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 4