Ankit Marwaha

About Ankit Marwaha

Data Scientist with experience in data processing, data mining, Machine Learning, Deep Learning,NLP, hands-on experience leveraging machine learning models to solve challenging business problems and Build AI integrated platforms.

Experience

1. Sr Ai Developer

   Adeptia

   Jul 2023 — Present · IN

   Integral member of the product development and R&D team, specializing in in-depth research on Generative AI and its application within our product. Utilizing Generative AI, Large Language Models (LLMs), Agentic AI frameworks like Langchain and Langgraph, vector databases like Milvus to craft innovative solutions that align with client expectations.2. Developed an AI Based Intelligent Document Processing (IDP) module that transformsunstructured data from variety of documents (e.g, pdf, images, excel, docx, pptx, html) into integration-ready structured formats, achieving a 95% success rate, reducing processing time from days to minutes, and enabling seamless automation of workflows. Designed and implemented an AI Business Rules module that converts plain English rules into executable code, achieving 97% correctness in rule execution and enabling non-technical users to apply logical conditions on data inputs to validate data on thousands of records which when satisfied, render the precise outcome that helps automate routine and complex business decisions with immediate feedback. Developing an AI-based Data Mapping Agent using a Multi-Agent System architecture to automate field mapping between systems, significantly reducing manual configuration. The system incorporates confidence scoring, mismatch detection, and a human-in-the-loop feedback loop that enables users to refine or override AI-suggested transformation rules. Lead and mentored the development of additional modules, including Generative AI-based data mapping and a RAG-based Knowledge-base Chat-bot, optimizing data retrieval and enhancing user interactions. Spearheading the development and upkeep of an integrated AI module within our product. This module harnesses existing data maps, employing machine learning algorithms to discern mapping patterns between data fields and trains a neural network to recommend future data mappings.

Education

• MEERUT INSTITUTE OF ENGINEERING AND TECHNOLOGY, MEERUT

  Bachelor of Technology (B.Tech.)

  2014 — 2018