Ravi Raj Sorav
Product Manager with 5+ years of experience building 0→1 and scaling 1→N across B2C, B2B SaaS, AI, e-commerce, hiring, edtech, and data intelligence.
Product Manager with 5+ years of experience building 0→1 and scaling 1→N across B2C, B2B SaaS, AI, e-commerce, hiring, edtech, and data intelligence. I combine product strategy, customer insight, technical depth, and GTM thinking to turn complex problems into products that people use and businesses can scale.
Full-Stack Product & AI Philosophy
Data-Grounded Discovery
Every feature starts with qualitative user interviews (100+ conducted at Teachmore) combined with quant funnel analysis to define crisp PRDs.
Reverse Trials & Credit Systems
Pioneered 14-day reverse Pro trials and tiered 1/3/5 credit monetization systems driving 3.15x registration conversion surges.
RAG & Prompt Engineering
Built Ask Datalabs AI (GPT-5.2 + Vector RAG + Elasticsearch) and Talent31 Resume Chat, achieving 93-96/100 Scout Report quality benchmarks.