GSoC 2025 — Proposal Idea & Intro

Community GSOC
1

Hi OpenELIS Team,

I’m Prajwal Hawaldar, a passionate AI/ML enthusiast from India excited to contribute to OpenELIS via GSoC 2025.

I’d love to propose a unique AI-driven module called “SmartLab,” focused on improving data quality, insight generation, and predictive analytics within the lab workflow.

Core Features:

  • Deep learning–based anomaly detection on lab results (to catch errors and outliers)
  • Predictive trends from historical test data (e.g., forecasting rising glucose levels)
  • Visual alerts and auto-suggestions for lab technicians
  • Lightweight ML model (using TensorFlow/PyTorch) deployable as a microservice

The goal is to add intelligence to OpenELIS in a privacy-safe, non-invasive way. I believe this could unlock tremendous value for low-resource labs globally.

I’d love your thoughts on this idea — and I’m happy to start contributing to smaller issues right away.

Thanks and regards,
Prajwal Hawaldar

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