# GSoC 2025 — Proposal Idea & Intro

**URL:** <https://talk.openelis-global.org/t/gsoc-2025-proposal-idea-intro/1464>\
**Category:** GSOC\
**Tags:** gsoc2025\
**Created:** [April 4, 2025, 4:32pm UTC](https://talk.openelis-global.org/t/gsoc-2025-proposal-idea-intro/1464 "2025-04-04T16:32:08Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![Prajwal\_Hawaldar](https://yyz2.discourse-cdn.com/flex030/user_avatar/talk.openelis-global.org/prajwal_hawaldar/32/875_2.png) [@Prajwal\_Hawaldar](https://talk.openelis-global.org/u/Prajwal_Hawaldar)\
**Post date:** [April 4, 2025, 4:32pm UTC](https://talk.openelis-global.org/t/gsoc-2025-proposal-idea-intro/1464/1 "2025-04-04T16:32:08Z")

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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