renswickd
Data Scientist | MLOps | Generative AI | LLMOps | Masters in Statistics |
DataengineWellington, New Zealand
Pinned Repositories
AI4Everyone
An automated AI tool to perform E2E Machine Learning Model development for non-coding background ML enthusiasts.
Australian-Weather-Forecast
Australian weather forecast model with automated CI/CD deployment to Google Kubernetes Cluster.
containerized-llm-app
Containerized LLM application with custom Ollama and Docker images with FastAPI for backend.
deploy-gpt-oss-in-ec2
Local deployment of gpt-oss-20b model in AWS EC2 instance.
document-parser-collection
This is a collection of various document parsers and hands-on to construct structured data for your RAG applications.
MLOps-Hotel-Revenue-Management
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, model training, and tracking, with a Flask-based frontend for real-time inference.
R-Package-for-Pearson-Diagram
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 useful for statisticians, data scientists, and researchers.
rag-master-repo
Master repository for various RAG types.
RShiny-Netflix-Content-Explorer
Interactive R Shiny application for exploring the Netflix content library (inspired by Netflix theme), generating personalized recommendations, and analyzing user viewing activity through engaging visualizations.
semantic-prompt-cache
This app leverages Semantic Caching to minimize inference latency and reduce API costs by reusing semantically similar prompt responses.
renswickd's Repositories
renswickd/MLOps-Hotel-Revenue-Management
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, model training, and tracking, with a Flask-based frontend for real-time inference.
renswickd/rag-master-repo
Master repository for various RAG types.
renswickd/deploy-gpt-oss-in-ec2
Local deployment of gpt-oss-20b model in AWS EC2 instance.
renswickd/R-Package-for-Pearson-Diagram
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 useful for statisticians, data scientists, and researchers.
renswickd/semantic-prompt-cache
This app leverages Semantic Caching to minimize inference latency and reduce API costs by reusing semantically similar prompt responses.
renswickd/document-parser-collection
This is a collection of various document parsers and hands-on to construct structured data for your RAG applications.
renswickd/RShiny-Netflix-Content-Explorer
Interactive R Shiny application for exploring the Netflix content library (inspired by Netflix theme), generating personalized recommendations, and analyzing user viewing activity through engaging visualizations.
renswickd/AI4Everyone
An automated AI tool to perform E2E Machine Learning Model development for non-coding background ML enthusiasts.
renswickd/Australian-Weather-Forecast
Australian weather forecast model with automated CI/CD deployment to Google Kubernetes Cluster.
renswickd/containerized-llm-app
Containerized LLM application with custom Ollama and Docker images with FastAPI for backend.
renswickd/Dataengine-Tasks
renswickd/Document-QA-Modelling
renswickd/LLMOps-for-agentic-ai
LLMOps: A production-ready platform for building, deploying, and managing customizable multi-agent AI chatbots. The system leverages modern LLMs, agent frameworks, and search tools to provide interactive, context-aware conversations.
renswickd/MLOps-with-Feature-Store
This projects aims to showcase end-to-end MLOps pipeline using GCP, Astro Airflow, SQL, Redis Feature Store, Prometheus and Grafana.
renswickd/multi-agent-blog-generator
An Agentic-AI application that reads your technical implementation and converts into SEO optimized Blog.
renswickd/Normality-Test-R
This Repository contains an R project to test the normality(using Shapiro–Wilk test) with additional functionalities QQ-plot and sample testing.
renswickd/PubMed-Article-Recommendation
Knowledge Base extraction tool from PubMed and Advance implementation on Retrieval Augmented Generation for seamless Q&A system. for
renswickd/R-Package-for-Influential-Points
This package helps in detecting key data points in linear regression models. It calculates measures like Cook's Distance, DFFITS, and Hadi's Influence Measure. It also features visualization capabilities, enabling quick identification of influential points through visually appealing lollipop plots.
renswickd/renswickd
renswickd/talkwise-ai
NLP-powered dialogue analyzer with real-time sentiment and filler-word metrics using Hugging Face, spaCy, and Streamlit.
renswickd/advanced-RAG-app
renswickd/Docker-Model-Runner-LLM-App
A streamlined chat application that leverages Docker Model Runner to serve Large Language Models (LLMs) through a modern Streamlit interface. This project demonstrates containerized LLM deployment with a user-friendly web interface.
renswickd/mcp-travel-planner
A multi-agent orchestrated app using CrewAI and FastAPI, helps users in AI enabled travel planning assistance.