IK AI PM/TPM Program
Interview Kickstart
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Engineering Leadership Daily Digest
n8n
GPT-4.1
5-agent n8n workflow delivering a daily executive briefing from Slack, Jira, and Calendar — with confidential routing, orchestration-level graceful degradation, and error handling. 3-layer architecture: Control, Execution, Reliability.
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Decision Pipeline
Claude Code
8-agent adversarial pipeline: Greeter → Planner → dual Analyzers → Synthesizer → Critic → Reviser → Publisher. Routes any decision brief through structured debate to produce a paste-ready Decision Memo.
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NovaCart RAG Agent
Claude Code
RAG-powered knowledge agent ingesting 7 sources into Pinecone — auto-generates Monthly Financial Standing Reports and drafts stakeholder emails from grounded vector retrieval.
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Project Nightingale
Claude Code
Multi-agent voice + text Launch Command Center with 4 specialist agents (Technical, GTM, Executive) auto-routing stakeholder questions to the right domain via ROUTE: signal pattern.
UT Austin Program
UT Austin
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GlobalEdge Financial Intelligence
n8n
Claude
No-code RAG financial intelligence system for 400 brokers — n8n workflows ingest news, stock prices, and SEC filings into Pinecone with LLM-as-a-Judge quality evaluation built in.
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ShopNest Global Support Ticket Analysis System
n8n
GPT-4.1
4-stage n8n workflow for ShopNest Global (50M+ customers, 200K+ orders/day) — summarizes raw support tickets, drafts policy-grounded customer responses, and scores both with LLM-as-a-Judge. Submitted grade: 60/60.
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MeridianHealth Insurance — Policy RAG Assistant
n8n
GPT-4.1
RAG-based policy Q&A for insurance sales reps on live calls — n8n workflow ingests 4 policy documents into Pinecone, answers grounded questions with GPT-4.1-mini, and scores every response with an LLM-as-a-Judge that hard-fails on hallucination.
Independent Projects
Independent
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VP Portfolio Health Report
Claude Code
3-agent Python pipeline automating Jira portfolio reporting — daily monitoring, escalation drafts, and a weekly 5-slide PPTX deck with Claude-generated analysis and executive narrative.
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Confluence Knowledge Agent
Claude Code
MCP
Retrieval agent for organizational knowledge across 8 Confluence spaces — connected via native MCP server for grounded, hallucination-free answers with CQL full-site search.
Frameworks & Playbooks
Independent
The Agentic TPM
9–12 month transformation story — from manual coordination to designed agentic systems. Before/after across daily intelligence, knowledge access, program reviews, and blocker detection. Interview-ready STAR narratives included.
Read the Transformation →
4 transformations · 3 tabs
AI Governance Framework
4-phase enterprise AI governance model — Full Review → Confidence Routing (≥0.85) → Exception-Based → Strategic Oversight. Includes AIGOV Jira project with 35 custom fields, review forms, and weekly reporting pipeline.
Framework Overview →
AIGOV (Jira project)
Accessibility Standards & SDLC Playbook
WCAG 2.1/2.2 AA + Section 508 mapped by POUR principle with severity triage and release-stopper classification, plus SDLC gates, testing toolchain, and developer/QA scope of work.
Standards & SDLC →
vppuri-vjra/vjra-research