Madhan Narayanaswami

Owned Data Wizard, an LLM-powered data onboarding product enabling business users to ingest, structure, and activate data without IT support.

• Designed prompt-driven workflows to infer schemas, classify dimensions vs measures, and recommend mappings to Aera’s Decision Data Model (DDM).
• Implemented human-in-the-loop AI workflows, enabling users to review, edit, and override LLM recommendations to ensure trust and accuracy.
• Led end-to-end product delivery from beta to GA, incorporating user feedback to improve AI output quality and usability.

Owned multiple developer platform areas for building and deploying AI-driven skills on the Aera Decision Cloud, including a low-code orchestration engine, UI Builder, and Deployment Manager.

• Introduced centralized, node-level logging and debugging for the orchestration engine, enabling customer developers to self-debug workflows.
• Improved performance and adoption by enhancing a core node to support bulk updates of recommendation records.
• Defined and launched pre-built UI templates, reducing skill UI creation time by 20%.
• Led a POC using LLMs to generate UI configurations, designing prompts to produce structured JSON mapped to UI Builder components.
• Revamped the Process Builder and UI Builder UX, improving usability and developer productivity.
• Reduced deployment failures by ~40% by introducing data-driven guardrails in the Deployment Manager.

• Led product roadmap for Byju’s Schools, owning a portfolio of 3 B2B products focused on growth and engagement.
• Drove end-to-end product development for a B2B digital learning platform, contributing to setting up the business from the ground up.
• Designed and launched a cloud-based analytics dashboard (Snowflake-backed), improving platform engagement by ~20%.
• Implemented integrations and automation with LeadSquared and CleverTap to streamline B2B sales and marketing workflows.
• Served as single product owner for Byju’s flagship quiz platform, supporting hybrid (offline + app-based) test-taking used by 50+ lakh students across India.
• Owned product initiatives for an internal schools database system, improving school discovery during app registration by ~30% across ~80k weekly new users.

• Owned roadmap delivery for a cloud-based CRM platform used by 10k+ B2B sellers, leading a team of 10 engineers.
• Reduced customer incidents by ~50% within 6 months by prioritizing high-impact improvements with minimal development effort.
• Led end-to-end requirement discussions with US-based clients and offshore engineering teams across planning and delivery cycles.
• Contributed to pre-sales initiatives involving IBM RPA and hybrid cloud solutions.

• Worked as a Java developer on agile delivery teams for BFSI and Telecom clients.
• Built web applications, backend services, and REST API integrations, with exposure to data architecture and server-side development.