@ndkanishk
AI Engineer at Infosys building multi-agent systems and a PDF-to-video-podcast application with RAG-based Q&A.
IndiaAt Infosys, I build multi-agent AI systems in Python with LangChain and AutoGen, connecting tools and data through MCP. I also developed a PDF-to-video-podcast application with RAG-based Q&A for uploaded documents.
I implemented Hindsight, a persistent agent memory system, and was recognized by senior leadership. At Prodapt, I built RAG workflows and improved answers from Excel data by preserving row and column relationships before indexing.
Work history, roles, and key accomplishments
Design and build multi-agent AI systems in Python using LangChain and AutoGen, integrating external tools and data sources through Model Context Protocol (MCP). Developed a PDF-to-video-podcast application with RAG-based Q&A and implemented Hindsight, a persistent agent memory system, recognized by senior leadership.
Prodapt
Jan 2025 - Sep 2025 (8 months)
Built LLM-powered RAG pipelines and agentic AI workflows to automate enterprise information retrieval and decision support. Resolved poor RAG answer quality on Excel data by converting spreadsheets into a structured format that preserved row and column relationships before indexing.
Degrees, certifications, and relevant coursework
Bachelor of Science, Data Science and Applications
2022 - 2026
Pursued a B.S. in Data Science and Applications from the Indian Institute of Technology, Madras, from 2022 to 2026.
AWS Certified AI Practitioner, Artificial Intelligence
Earned the AWS Certified AI Practitioner certification in April 2026.
Claude Certified Architect – Foundations, Artificial Intelligence
Earned the Claude Certified Architect – Foundations certification in May 2026.
Bachelor of Technology, Artificial Intelligence and Data Science
2021 - 2025
Completed a B.Tech in Artificial Intelligence and Data Science from Panimalar Institute of Technology, Chennai, from 2021 to 2025.
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