With over five years at F5, I drive product strategy focusing on business analytics, go-to-market strategies, and competitive analysis for impactful product launches. My expertise spans Generative AI, LLMs, Web Application Security, Threat Intelligence, and Vulnerability Management. From system engineering to product ownership, I deliver customer-centric solutions while leveraging SAFe methodologies to enhance agile practices and foster data-driven results.
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.
Experience
My career spans over 15 years from software engineering to product leadership in cybersecurity and network management.
Great products are built when you combine deep technical understanding with a relentless focus on customer-centric solutions.
Stack
Tools and technologies I use for product management, analytics, and security product development.
in short
Building AI-powered security products at F5
Pradeep skipped presentations and built real AI products. Want to know how?
Pradeep Reddy K. was part of the August 2025 cohort at Curious PM, alongside 15 other talented participants.
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