I build things from zero to "where-has-this-been-all-my-life?" by mixing ruthless discovery, cross-functional mind-melds, and a stubborn bias for shipping. As a Product Manager at Lowe's, I turn complex legal, claims, contracts management, and risk workflows into seamless, scalable platforms. From deep discovery through roadmap execution, I partner with cross-functional teams to ship solutions that cut cycle times, surface insights, and move real business metrics.
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
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.
03
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.
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
Autonomous Job Search AI Agent
Built an autonomous AI agent implementing multi-step agentic workflows for automated job search, content analysis, and personalized recommendations.
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
Notes on discovery-driven product, taming complex legal and risk workflows, and shipping things that make a user's Tuesday easier.
From Spreadsheets to Shipping: How Data and Growth Made Me a Product Manager
Taming Legal and Risk Workflows: Building Platforms Out of Process Chaos
Ask Why Until Everyone's Uncomfortable: My Take on Discovery-Driven Development
Experience
From data analysis and growth into product management, moving from edtech experiments at BrightCHAMPS to building legal, claims, and risk platforms at Lowe's.
If it doesn't make a user's Tuesday easier, it's probably scope creep.
Stack
The tools I use to run discovery, shape roadmaps for legal and risk workflows, keep teams aligned, and stay close to how the product actually behaves.
in short
Turn complex legal, claims, and contracts workflows into seamless, scalable platforms at Lowe's
Sachin skipped presentations and built real AI products. Want to know how?
Sachin Kumar was part of the April 2026 cohort at Curious PM, alongside 18 other talented participants.
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