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Talk Intermediate

FIR data extraction: Rapid prototyping with Frappe

Proposal status is Rejected
Session Description

I will present a demonstration of a proof-of-concept application developed for a road safety organization using the Frappe framework, integrated with OCR and an LLM, to automate data extraction from unstructured FIRs (First Information Reports) collected from various states. This solution aims to streamline workflows and achieve substantial time savings in processing vital road safety data. Frappe was selected due to its rapid development capabilities and comprehensive feature set, which directly addresses the organization's needs:

  • Centralized data management for diverse, unstructured FIR data.

  • Rapid validation implementation for extracted information.

  • Integrated report generation for road safety analysis.

  • Role-based access control to ensure data security and integrity.

  • Real-time data visualization via the Insights dashboard for actionable insights.

Key Takeaways

  • Rapid Prototyping with Frappe

  • OCR and LLM Integration

  • Data Pipeline Automation

References

https://docs.google.com/presentation/d/16VXAu5c_7OmwxF2Lle2qILT9bcSzAv8Gq1SHRALrps0/edit?slide=id.p#slide=id.p

Session Categories

Tutorial about using a FOSS project

Speakers

Mohd Shamoon
Mohd Shamoon Senior Software developer | Project Tech4dev

As a Technical Project Manager at Project Tech4Dev, I lead collaborative efforts with various non-profits to streamline their operations and drive social impact. I have a strong background in software development, having worked on UI development, data tools, code optimization, and product integration. I am passionate about using technology to empower organizations and communities to achieve their goals

https://www.linkedin.com/in/mohd-shamoon-4aa7a513b/