Dhruv Garg
I’m Dhruv Garg, an AI Data Operations and Quality professional focused on annotation delivery, multilingual LLM evaluation, and building reliable workflows for high-quality training data.
About
I’m Dhruv Garg, an AI Data Operations and Quality professional focused on annotation delivery, multilingual LLM evaluation, and building reliable workflows for high-quality training data. I’ve coordinated annotation teams, ensured consistent guideline adherence, and tracked productivity and quality metrics across video annotation and response evaluation tasks in English, Hindi, and Punjabi.
I enjoy resolving operational escalations, onboarding team members, and using structured trackers to keep stakeholders aligned on progress and edge cases. Alongside my AI operations work, I bring an analytics background from e-commerce performance reporting and a foundation in computer science, statistics, and mathematics, which helps me approach data quality and evaluation systematically.
- 2 years' experience
- Joined November 2026
Skills· 9
Languages
- EnglishAdvanced
- HindiAdvanced
- Panjabi, PunjabiAdvanced
Industry experience
- Software & Internet
- Professional Services
- Education
- Retail
- Computers & Electronics
Work experience· 4 roles
Coordinate annotation operations including team allocation, workload distribution, productivity tracking, and quality monitoring across video annotation workflows. Act as a key contact for operational escalations, guideline clarifications, and communication between annotators and management. Track team performance, quality, and billable hours; identify operational issues and support timely resolution. Assist with onboarding, tool enablement, and dissemination of process or guideline updates to maintain consistent execution. Improve operational reporting through structured trackers and AI-assisted summaries.
Supported annotation quality and guideline compliance for video-based AI data tasks. Clarified complex instructions, communicated guideline changes, and helped resolve annotator queries and edge cases. Created guidance and best-practice documentation to improve consistency across annotation workflows.
Performed video annotation and evaluation tasks including object tracking, object verification, segmentation, exhaustivity checks, and video captioning. Evaluated chatbot responses in English, Hindi, and Punjabi for quality, relevance, coherence, and adherence to task guidelines.
Education
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