
Worked on the thoughtspot/visual-embed-sdk repository, focusing on enhancing analytics instrumentation and integrating in-app guidance features. Delivered new event tracking for embedding and hosting Data Model Instructions and the Add to Coaching workflow, enabling richer analytics and supporting data-driven UX improvements. Implemented the Data Model Instructions integration in the Spotter interface using TypeScript and JavaScript, providing users with contextual guidance through modal dialogs. Addressed version drift issues by updating event references to maintain analytics accuracy and ensure SDK and documentation alignment. Demonstrated skills in API integration, SDK development, and front-end engineering, contributing to improved onboarding and reduced user confusion.
Month: 2026-01 — ThoughtSpot Visual Embed SDK (thoughtspot/visual-embed-sdk) Key accomplishments: - Delivered Data Model Instructions integration in Spotter interface via embedAction dataModelInstructionsSpotter; opens a modal with data model guidance; aligns with latest release. Commits: 504f01c0543921fa15e8c66c0c013a9904329b86, 003f4757f5508b578ddb04600e826170a4657962. - Updated Data Model Instructions version references to reflect the latest release to ensure docs/SDK alignment (commit 003f4757f5508b578ddb04600e826170a4657962). Major bugs fixed: - Fixed version drift for Data Model Instruction events due to MCP removal by updating event version references; ensured analytics remain accurate (commit 003f4757f5508b578ddb04600e826170a4657962). Overall impact and accomplishments: - Improves in-app guidance for data modeling, reduces user confusion, and aligns Spotter UI with upstream SDK/docs releases; supports faster onboarding and reduces support queries. Technologies/skills demonstrated: - Front-end UI integration, embedAction patterns, modal UX, versioning and docs synchronization, cross-functional collaboration with SDK/docs teams.
Month: 2026-01 — ThoughtSpot Visual Embed SDK (thoughtspot/visual-embed-sdk) Key accomplishments: - Delivered Data Model Instructions integration in Spotter interface via embedAction dataModelInstructionsSpotter; opens a modal with data model guidance; aligns with latest release. Commits: 504f01c0543921fa15e8c66c0c013a9904329b86, 003f4757f5508b578ddb04600e826170a4657962. - Updated Data Model Instructions version references to reflect the latest release to ensure docs/SDK alignment (commit 003f4757f5508b578ddb04600e826170a4657962). Major bugs fixed: - Fixed version drift for Data Model Instruction events due to MCP removal by updating event version references; ensured analytics remain accurate (commit 003f4757f5508b578ddb04600e826170a4657962). Overall impact and accomplishments: - Improves in-app guidance for data modeling, reduces user confusion, and aligns Spotter UI with upstream SDK/docs releases; supports faster onboarding and reduces support queries. Technologies/skills demonstrated: - Front-end UI integration, embedAction patterns, modal UX, versioning and docs synchronization, cross-functional collaboration with SDK/docs teams.
December 2025: Delivered enhanced analytics instrumentation for Spotter Embed in thoughtspot/visual-embed-sdk, introducing new events to track embedding and hosting of Data Model Instructions and the Add to Coaching workflow. This enables richer usage analytics, data-driven UX decisions, and improved measurement of coaching visualizations engagement.
December 2025: Delivered enhanced analytics instrumentation for Spotter Embed in thoughtspot/visual-embed-sdk, introducing new events to track embedding and hosting of Data Model Instructions and the Add to Coaching workflow. This enables richer usage analytics, data-driven UX decisions, and improved measurement of coaching visualizations engagement.

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