AI In Healthcare x Elevatu Consulting

Working as an Data Developer to transform Patient Education using Large Language Model (LLM) & AWS

Skills you’ll learn: Data pipeline, ETL, AWS Lambda, API, Healthcare Data Security & Compliance, Large Language Model, RAG, Vector DB, Project Management, Consulting

*Prerequisite: knowledge in Python or similar programming languages

The Project For Career Transformation

Hiring Manager Approved

Add this end-to-end experience on your resume. Enhance your opportunity to land a data job in the healthcare industry!

Live Collaboration With Experts

Learn and Collaborate with industry experts in weekly sessions. Develop a solution that has a real impact.

Healthcare Data & AI

Set you apart in the job market by applying AI & data solutions in healthcare, solving real-industry challenges.

Project Background

Effective patient education is critical to solving prescription adherence issues and healthcare worker burnout. As a Full-stack Data Developer in this project, you'll gather the right datasets and leverage vector databases alongside advanced AI tools like ChatGPT to craft an innovative patient education chatbot.

What set this project apart:

  • Trustworthy source: all information is backed by direct references

  • Data Privacy: In strict compliance with OpenAI’s Security Guidelines, the data will not be used to further train the ChatGPT model

  • Current Insights: use up-to-date information beyond ChatGPT’s training cutoff time.

Designed For You Who Want To

  • Work in a team to solve complex industry problems.

  • Stand out in the job market with real client experience.

  • Start a career in the high-demand industry: Healthcare Data & AI.

  • Master cutting-edge data & AI skills to stay competitive.

  • Use your Programming and GenAI skills to drive real impact.

Project Schedule

Develop the following skills in 8 weeks through live collaboration with the project lead

  • Domain knowledge: Healthcare Data Knowledge, Data Security & Compliance

  • Analytical and Modelling Skills: Data Wrangling, Generative AI, Retrieval-Augmented Generation (RAG)

  • Engineering Skills: Data Pipeline, ETL, API, AWS

  • Soft Skills: Project Management, Team Collaboration, Consulting

  • Provide background on the healthcare domain to build the understanding/intuition for the importance of patient education. Talk about the advantages of using the cloud. Setup basic AWS account and configure access & budgeting

  • Explain the principles of GDPR/CCPA and the reason it’s relevant to this project. Demonstrate data security best practices on-the-cloud. List out the main limitations for existing solutions.

  • Demo data sources and collection process - encourage the group to find extra resources. Explain logical flow for data preprocessing pipeline and how this step links to vector database. Introduction to vector embedding, simple chunking, and cost control.

  • Understand the role and the necessity of LLM in solving this issue. Discuss the differences between using LangChain and OpenAI’s Assistants API to find the best solution.

  • Understand and enable the integration of external data resources. Build connection between chatbot and the backend vector DB service through LangChain. Discuss the importance of serverless solutions.

  • As time permits, develop a front end using Streamlit and/or continue to develop the backend functionalities that enables the chatbot.

  • Review the solution from the design to implementation and assess the RAG quality.

  • Presentation best practice

Meet the Project Lead

Collaborate with Jason to solve business challenges using cutting-edge technologies and domain knowledge in healthcare.

After completing the Industry Project, you will receive reference check support from Brave and your project lead.

See the example of how we will support your career advancement

Jason Zhu (Linkedin)

Data Engineer at Roche Diagnostics | Master of Biostatistics with emphasis in Data Science & AI

Dates and Pricing

Launching Date: Apr 27, 2024

Duration: 8 weeks

Free Trial: 21 days (no credit card required)

Pricing: 798 USD

Extra discounts if you are not currently employed, contact us for details!

FAQ

  • The goal of the project module is to up-skill and enhance profiles. It’s the prerequisite for landing a good offer.

    The career module aims to prepare for interviews and landing offers, which can not happen without solid project experiences.

  • Yes. Just let the career consultant know that you are interested in both, and we will figure out a good plan for you!

  • Yes! You will get 50% off!