Ashish Kumar is an AI engineer and former product manager with experience spanning software engineering, product, and operations. He holds a BTech from IIT Bombay and currently builds enterprise-grade generative AI solutions at Tailored AI, working across RAG pipelines, LLMs, OCR, and multimodal systems for clients in consulting, supply chain, and financial services.

At Tailored AI, he architects and ships end-to-end AI systems for enterprise clients, owning decisions from model selection and infrastructure design through to cloud deployment.

For Dalberg, the nonprofit arm of BCG, he built a RAG knowledge base that achieved 95% recall on gold-standard test data, processing PDFs, DOCX, and PPTs using vision-language models for accurate multimodal extraction.

At Unacademy, he shipped an auto-dialer feature for the inside sales CRM that drove a 5 to 7% jump in call volume by eliminating manual lead navigation.

Earlier, he built a WhatsApp-to-system automation for a supply chain client, scaling from 200 daily messages to over 6,000 using AWS Lambda without system degradation.