I'm a Product Marketing leader currently at Mozn, working at the intersection of AI, AML/CFT, and fraud risk management. Over 15+ years I've moved across software engineering, product management, presales, and marketing — which gives me a fairly unfiltered view of what customers actually buy versus what we say we're selling. I focus on go-to-market strategy and content that helps regulated, risk-sensitive buyers make confident decisions.
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
My notes on AML, fraud risk, and what product marketing actually looks like inside regulated software.
AI in AML: The Three Honest Questions Every Buyer Should Ask
I've Sat in Four Chairs Around the GTM Table. They All Disagree.
Why AML Marketing Doesn't Sound Like Marketing (And Shouldn't)
Experience
15+ years across product marketing, presales, product management, and software engineering — most recently leading GTM for AI-driven AML and fraud risk solutions.
Marketing in regulated industries doesn't reward noise — it rewards being the clearest voice in the room when a compliance officer is reading at midnight.
Stack
The tools I lean on to plan campaigns, build messaging, and run product marketing for AML and fraud risk software.
in short
Currently leading Product Marketing at Mozn, building GTM for AI-driven AML and fraud solutions
Anup skipped presentations and built real AI products. Want to know how?
Anup Gunjan was part of the March 2026 cohort at Curious PM, alongside 17 other talented participants.
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