Ansh Kumar

About Ansh Kumar

AI Engineer driven by a passion for crafting intelligent, impactful solutions in…

Experience

1. Ai Engineer

   IBM

   Aug 2023 — Present · Bengaluru, IN

   Orchestrated end-to-end Retrieval Augmented Generation (RAG) solutions for eight enterprise clients, seamlessly integrating disparate data sources (emails, PDFs, images, spreadsheets) into a unified knowledge base. Led initial pitches and requirement discussions to ensure smooth adoption, while overseeing automated data extraction, preprocessing, cleaning, annotation, and chunking- Refined cutting-edge text summarization techniques to consistently achieve high BLEU (95–97%) and ROUGE (91–93%) scores across multiple projects- Spearheaded a large-scale code translation initiative, converting an extensive Perl codebase to Java with an LLM-based approach and reaching 96% accuracy- Pioneered a user complaint classification framework by fine-tuning a generative model to produce synthetic customer chat datasets and training a specialized LLM classifier to attain 80% accuracy. Independently led the project from India, collaborating closely with a UK-based stakeholder- Leveraged WatsonX, Langchain, Milvus, Elasticsearch, and FastAPI to enhance embedding-based search, optimize prompt engineering, and deliver robust, production-grade AI solutions for global enterprise customers.

Education

• Kalinga Institute of Industrial Technology, Bhubaneswar

  Bachelor's degree, Computer Science and System Engineering

  2019 — 2023

• Modern School Lucknow

  ICSE

  2014 — 2016

• Modern School Lucknow

  ISC

  2016 — 2018