Shivam User

I've evaluated and benchmarked Gemini and Pixel AI responses at Productive Playhouse, testing prompts for safety, accuracy, creative tone, conversational flow, and logical reasoning.

At RWS Group, I managed large-scale data annotation and classification for machine-learning projects while maintaining strict quality standards across diverse data formats. I also delivered Hindi linguistic QA for SuperAnnotate and Rex.zone, aligning bilingual AI outputs with cultural nuance and contextual correctness.

I've transcribed and verified complex Hindi audio datasets for Babel Audio and bring digital sales experience in Google Ads Search, SEM/SEO, keyword research, lead generation, and campaign optimization. I'm focused on building robust, human-centric AI systems for regional users.