As a Product Manager at AiDen Medical with over 6 years of experience in healthcare technology, I specialize in building medical device products that improve patient outcomes. With a Biomedical Engineering background from Anna University and experience spanning medical devices, training program development, and regulatory compliance (ISO 13485:2016), I bring a unique blend of technical depth and user empathy to healthcare product development.
Work
Below are some of my recent projects. Please request for the complete walkthrough of the locked projects.
01
Modular AI Chatbot Platform
Built a progression of chatbot implementations exploring how conversational AI evolves from basic prototypes to feature-rich systems with memory, tools, and database integration.
02
Autonomous Job Search AI Agent
Built an autonomous AI agent implementing multi-step agentic workflows for automated job search, content analysis, and personalized recommendations.
03
Podcast RAG System with Vector Search
Built a production-grade RAG system implementing automated podcast processing, vector embeddings, and semantic search to enable conversational Q&A over podcast content.
04
AI Networking Assistant with Semantic Matching
Built an AI-powered professional networking system combining voice interaction, vector search, and automated call initiation to facilitate professional connections.
05
Voice Assistant with Persistent Memory
Built a phone-based AI voice assistant implementing conversation memory persistence to explore the technical challenges of stateful conversational AI systems.
06
MCP Workspace Automation Agent
Built an autonomous AI agent using Model Context Protocol to connect Jira, Slack, and Notion, enabling natural language commands to execute multi-step workflows across productivity platforms.
Thoughts & Ideas
Below are some of my recent thoughts and ideas. Please request for the complete walkthrough of the locked projects.
The Critical Path: When Breathing Becomes an Emergency
When the Breath Leads: Lessons from Ventilation Modes
What MedTech Can Learn from Duolingo's Data Strategy
Experience
From Biomedical Engineering to Product Management — over 10 years of building impactful solutions in healthcare, education, and medical technology.
Great healthcare products are built at the intersection of engineering precision and human empathy — transforming complex medical challenges into accessible solutions.
Stack
The tools and technologies I leverage to build healthcare and medical device products.
in short
I build medical products that save lives
Nandhini skipped presentations and built real AI products. Want to know how?
Nandhini Sivakumar was part of the September 2025 cohort at Curious PM, alongside 13 other talented participants.
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