EXCEEDS logo
Exceeds
SoniaBadene

PROFILE

Soniabadene

Sonia Badene enhanced the OpenCTI-Platform by developing advanced natural language query filtering in the backend, focusing on more accurate data extraction from user queries. She refactored the Zod output schema and improved prompt engineering, leveraging few-shot learning techniques in TypeScript and Node to support robust NLQ processing. In the OpenCTI-Platform/connectors repository, Sonia added entity and relation extraction to ImportDocumentAI, enabling richer document imports and more accurate threat intelligence graphs. Her work included refactoring Python-based processing pipelines, improving development environment setup with Docker, and strengthening STIX object creation and validation, demonstrating depth in backend development and data modeling.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
2
Lines of code
5,050
Activity Months2

Work History

August 2025

1 Commits • 1 Features

Aug 1, 2025

OpenCTI-Platform/connectors – August 2025 monthly summary. Delivered a major data-enrichment capability by adding entity and relation extraction to ImportDocumentAI for document imports. This feature refactors processing to support simultaneous extraction of entities and relationships, enabling richer data import and more accurate threat intel graphs. Development environment improvements were implemented to streamline local setup and testing, and robustness was enhanced for STIX object creation and relationship validation across imports.

March 2025

1 Commits • 1 Features

Mar 1, 2025

Concise monthly summary for OpenCTI Platform (March 2025). Focus was on enhancing natural language query (NLQ) filtering in the backend to improve data extraction accuracy from natural language inputs and to lay groundwork for broader NLQ capabilities.

Activity

Loading activity data...

Quality Metrics

Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage75.0%

Skills & Technologies

Programming Languages

DockerfileJavaScriptMarkdownPythonTypeScriptYAML

Technical Skills

AI/ML IntegrationAPI IntegrationBackend DevelopmentCyber Threat IntelligenceData ModelingDockerMachine Learning IntegrationNatural Language ProcessingOpenCTIPrompt EngineeringPythonSTIXSchema Design

Repositories Contributed To

2 repos

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

OpenCTI-Platform/opencti

Mar 2025 Mar 2025
1 Month active

Languages Used

JavaScriptTypeScript

Technical Skills

AI/ML IntegrationBackend DevelopmentCyber Threat IntelligenceNatural Language ProcessingPrompt EngineeringSchema Design

OpenCTI-Platform/connectors

Aug 2025 Aug 2025
1 Month active

Languages Used

DockerfileMarkdownPythonYAML

Technical Skills

API IntegrationData ModelingDockerMachine Learning IntegrationOpenCTIPython

Generated by Exceeds AIThis report is designed for sharing and indexing