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Ariel Jassan

PROFILE

Ariel Jassan

Developed core document processing features for the GoogleCloudPlatform/generative-ai repository, focusing on automated data extraction and classification. Built and deployed a Flask-based Entity Extraction Service as a REST API on Cloud Run, leveraging Vertex AI for scalable, model-driven inference. Enhanced the pipeline by introducing document-type classification prior to extraction, enabling accurate routing and dual extraction workflows. Implemented configurable endpoints and updated documentation to support end-to-end processing and downstream integration. Used Python, Docker, and Google Cloud Platform to ensure production readiness and maintainability. The work established a foundation for scalable, automated document analytics and improved workflow automation without manual intervention.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
2
Lines of code
1,038
Activity Months2

Your Network

4725 people

Work History

October 2025

1 Commits • 1 Features

Oct 1, 2025

Delivered a new Document Classification and Entity Extraction feature in GoogleCloudPlatform/generative-ai. Introduced document-type classification before extraction, enabling dual capability with entity extraction, with new endpoints and logic to support end-to-end processing. This enables accurate routing and automated information extraction, improving downstream analytics and workflow automation.

September 2025

2 Commits • 1 Features

Sep 1, 2025

September 2025: Delivered the Entity Extraction Service (Gemini) API as the core feature for document data extraction, deployed as a Flask-based web service on Cloud Run with REST endpoints and Vertex AI-backed model access. The service is configurable, enabling structured data extraction from documents, and lays the groundwork for scalable, automated doc processing. Documentation was updated to reflect the new service and usage.

Activity

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Quality Metrics

Correctness93.4%
Maintainability86.6%
Architecture93.4%
Performance86.6%
AI Usage86.6%

Skills & Technologies

Programming Languages

MarkdownPythonShell

Technical Skills

API DevelopmentCloud RunDockerDocument ProcessingDocumentationFlaskGenerative AIGoogle Cloud PlatformPythonVertex AI

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

GoogleCloudPlatform/generative-ai

Sep 2025 Oct 2025
2 Months active

Languages Used

MarkdownPythonShell

Technical Skills

API DevelopmentCloud RunDockerDocumentationFlaskGenerative AI