Florilegium: a blog not about flowers.

CDC Outbreaks

I was on the hunt for data in the wild and stumbled upon CDC’s open datasets. I noticed that they used a Power BI dashboard. I got inspired and decided to recreate/reverse-engineer the dashboard. Here’s the result: NORS Dashboard The repo can be found at: CDC Outbreaks
Read more: CDC Outbreaks
Enter LangGraph

I finally bit the bullet and tried out LangGraph. LangGraph is a library for building stateful, multi-actor applications with LLMs, used to create agent and multi-agent workflows. I created an LLM application that facilitates learning by generating questions and answers related to the user’s topic. Github repo
Read more: Enter LangGraph
From DataFrame to Knowledge Graph

Visualize the relationships of biblical figures in a knowledge graph using networkx. Github repo
Read more: From DataFrame to Knowledge Graph
Power BI – Labor Optimization Tool

A Power BI dashboard comparing actual demand versus labor allocation. Github repo
Read more: Power BI – Labor Optimization Tool
Structured Data to Knowledge Graph for Retrieval-Augemented Generation

Building a knowledge graph-powered RAG from structured data. Github repo
Read more: Structured Data to Knowledge Graph for Retrieval-Augemented Generation
Fallout

Pardon the look and feel of the website right now if they hurt your eyes. I recently started playing Fallout again, and I wanted to create something similar to the Pipboy. Lollllz.
Read more: Fallout
Retrieval-augmented generation powered by a knowledge graph

Automated knowledge graph construction and RAG implementation using OpenAI’s ChatGPT and Neo4j.
Read more: Retrieval-augmented generation powered by a knowledge graph
NLP on Steroids

Using Amazon Textract, Amazon Bedrock, and LangChain to Process Documents.
Read more: NLP on Steroids
Build a ChatBot Using Local LLM

Using Ollama, LangChain, and Streamlit, this project aims to demonstrate how a recruiter or HR personnel can benefit from a chatbot that answers questions regarding candidates.
Read more: Build a ChatBot Using Local LLM
Elevate your NLP Game with AI

This project aims to demonstrate how we can use the power of LLMs like ChatGPT to perform classic NLP tasks like sentiment analysis.
Read more: Elevate your NLP Game with AI
Job Description Summarizer Using LangChain and Streamlit

The goal of this project is to create an app that summarizes the technology stack in a job description.
Read more: Job Description Summarizer Using LangChain and Streamlit
Multiple Choice QnA Reviewer – ChatGPT, LangChain, RAG

This project aims to create a reviewer for the latest Occupational Therapy Rules published by the Texas Board of Occupational Therapy Examiners.
Read more: Multiple Choice QnA Reviewer – ChatGPT, LangChain, RAG

got my resume?

“I witnessed first hand how she manages to inspire and energize everyone around her. Her leadership style is only matched by her skillful ability to leverage technology to solve problems. Furthermore, once she sets her mind to something, she becomes an unstoppable force who at the same time is not afraid to ask for help.” – Genevieve R.