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Natasha Tikhonova

PROFILE

Natasha Tikhonova

Developed a semantic search and embedding tooling suite for the sanity-io/sanity-mcp-server repository, establishing a scalable foundation for semantic queries and embedding management. Focused on backend development using TypeScript and Zod, the work included defining parameter schemas, implementing embedding index listing, and integrating semantic search capabilities. Tool registration workflows were introduced to streamline extensibility and future integration efforts. By removing unnecessary console usage, runtime efficiency was improved. This suite enables faster feature delivery and enhances search relevance, supporting scalable embedding operations across deployments. The approach emphasized maintainability and extensibility, laying groundwork for ongoing improvements in data retrieval and API integration.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

5Total
Bugs
0
Commits
5
Features
1
Lines of code
191
Activity Months1

Work History

March 2025

5 Commits • 1 Features

Mar 1, 2025

March 2025: Delivered a cohesive semantic search and embedding tooling suite for the MCP server, establishing the foundation for scalable semantic queries, embedding management, and tool extensibility that supports faster feature delivery and improved search relevance.

Activity

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Quality Metrics

Correctness98.0%
Maintainability96.0%
Architecture96.0%
Performance92.0%
AI Usage24.0%

Skills & Technologies

Programming Languages

TypeScript

Technical Skills

API DevelopmentAPI IntegrationBackend DevelopmentData RetrievalSchema DefinitionTool IntegrationTypeScriptZod

Repositories Contributed To

1 repo

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

sanity-io/sanity-mcp-server

Mar 2025 Mar 2025
1 Month active

Languages Used

TypeScript

Technical Skills

API DevelopmentAPI IntegrationBackend DevelopmentData RetrievalSchema DefinitionTool Integration