Category: Projects
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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
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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
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From DataFrame to Knowledge Graph
Visualize the relationships of biblical figures in a knowledge graph using networkx. Github repo
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Power BI – Labor Optimization Tool
A Power BI dashboard comparing actual demand versus labor allocation. Github repo
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Structured Data to Knowledge Graph for Retrieval-Augemented Generation
Building a knowledge graph-powered RAG from structured data. Github repo
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Retrieval-augmented generation powered by a knowledge graph
Automated knowledge graph construction and RAG implementation using OpenAI’s ChatGPT and Neo4j.
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NLP on Steroids
Using Amazon Textract, Amazon Bedrock, and LangChain to Process Documents.
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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.
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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.
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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.
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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.
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Lesson Plan Maker – Powered by ChatGPT Using LangChain
The goal of this project is to creates a “quick and dirty” lesson plan with differentiated worksheets for different student accommodations.