Leveraging billion parameter data to provide actionable trends and insights for key agencies. Designed keyword clustering methods for insight extraction, worked on creative video ad creation.
Content Intelligence and Trend Analysis
Developed advanced analytics platforms for understanding content performance patterns, creator audience dynamics, and emerging trends across TikTok’s global creative ecosystem.
AI-Powered Creative Tools
Built intelligent content generation tools that help creators optimize their creative workflows, from ideation to production, using machine learning models trained on billions of content interactions.
Key Achievements
- Scale: Processed billions of content interactions to extract actionable insights
- Innovation: Designed novel keyword clustering algorithms for trend identification
- Impact: Enabled creative teams to make data-driven decisions on content strategy
- Collaboration: Worked closely with engineering teams to productionize ML models
The work focused on bridging the gap between raw platform data and actionable creative insights, helping both internal teams and external agencies understand what drives engagement and virality on the platform.