Amrita Topno

About Amrita Topno

I am Amrita Topno, with a background in Electronics and Communication Engineering. I am a passionate and detail-oriented data professional with extensive experience in analyzing complex datasets and deriving actionable insights. Skilled in statistical analysis, data visualization, and machine learning, I have a proven track record of leveraging data to drive strategic business decisions. Proficient in tools such as Python, R, SQL, and Tableau, I excel at translating data findings into compelling narratives for diverse stakeholders. Adept at problem-solving, I continuously seek innovative solutions to optimize processes and enhance performance.

Experience

1. Associate Prompt Engineer

   NVIDIA

   Oct 2024 — Present · Pune, IN

   Projects Dense Video Captioning AnnotationWorked on generating high-precision datasets for video understanding tasks. Annotated and optimized captions using LLM-based approaches to improve context accuracy and temporal alignment in videos, enabling better performance for downstream AI models. Skeleton Motion DescriptionContributed to robotics-focused AI research by annotating and describing complex human skeleton motion sequences. Designed prompts and guidelines to capture fine-grained movement details, supporting LLM training for action recognition and human–robot interaction. AV Alpamayo – Human AnnotationWorked on autonomous vehicle dataset annotation (Alpamayo project). Focused on human-centered object labeling and scenario understanding, leveraging AI models to improve safety-critical perception tasks such as pedestrian recognition and interaction modeling.

Education

• Pondicherry University

  Bachelor's degree

  2018 — 2022