AI-native product builder

I ship products powered by AI agents finance / LLMs / agentic systems / 0 → 1

Product Manager who's built platforms at Morgan Stanley, Deutsche Bank, and Capital One. Now I ship AI-native products — zero to launch, fast.

Let's build together LinkedIn
anirudh-agent v2.0 — runtime
[system] initializing agent...
[agent] loading context: finance + AI + product
[agent] current_role = "PM @ Capital One"
[agent] focus = "AI-powered data platform"
[agent] prev = ["Morgan Stanley", "Deutsche Bank"]
[system] status: shipping

The future is agentic.

I believe the next wave of products won't just use AI — they'll be built around autonomous agents that reason, plan, and execute. I combine deep financial domain expertise with hands-on AI engineering to ship products at that frontier.

LLM Agents Prompt Engineering Tool Use RAG Systems Agentic Workflows Multi-Agent Orchestration
Experience

Where I've shipped

From trading floors to fintech platforms — building at the intersection of complex systems and AI.

Capital One Dec 2024 — Present
Product Manager · Core Card Platform
  • Own product strategy for GraphQL-based data platform centralizing credit card account, transaction, and customer data across risk, fraud, servicing, and analytics
  • Led migration from legacy distributed systems to modern data pipelines — 65%+ retrieval time reduction
  • Built KPI dashboards tracking latency, adoption, freshness, and failure rates — 30% platform performance lift
  • Implemented AI-based data validation models, reducing mismatches during platform migration
  • Applied LLMs to streamline PRD development and rapidly prototype features
GraphQL AI/ML Data Platform LLMs
Morgan Stanley Jul 2021 — Dec 2024
Product Manager · Equity Structured Products
  • Ran continuous discovery to map pricing, booking, and risk workflow pain points — shaped roadmap for 3 major releases
  • Owned front-office trading platform modernization, reducing manual intervention in pricing and booking
  • Introduced data-driven prioritization framework for 100+ feature backlog
  • Coordinated launches across US, EMEA, and APAC with multi-jurisdictional compliance
Trading Systems Risk Global Launch
Deutsche Bank Jul 2018 — Jul 2021
Software Engineer · Equity Derivatives Technology
  • Built modern trader and risk workbench tools using Angular and Python
  • Migrated legacy trade and position data to a scalable big data platform
Angular Python Big Data
Capabilities

My agent toolkit

The models, frameworks, and mental models I use to ship AI-powered products.

LLM & Agents

Prompt Engineering Agentic Systems Tool Use RAG Claude API OpenAI API Multi-Agent

AI / ML

NLP Reinforcement Learning Data Validation ML Pipelines Eval Frameworks

Product

0→1 Launches Platform PM API Design OKR / KPI PRD Writing Discovery

Engineering

Python TypeScript GraphQL SQL Java REST APIs

Infrastructure

Distributed Systems Hadoop Elasticsearch Docker Data Pipelines

Tools & Analytics

New Relic Jira Figma Tableau Postman
Builds

What I'm shipping

Side projects and internal tools — always building at the edge of what's possible with AI.

01
BUILDING

Stealth Project

Building a consumer AI product from 0→1. Full-stack solo build — product strategy, design system, engineering, and go-to-market. More details coming soon.

React Native TypeScript Supabase AI/ML
// stealth.config
type: "consumer AI"
stage: "building"
role: "solo founder"
stack: "full"
02
SHIPPED

Financial Doc Analyzer

LLM-powered tool to parse and summarize 10-Ks and earnings transcripts. Prompt chaining with eval frameworks for factual accuracy.

Claude API Python NLP
03
EXPLORING

Agentic Workflow Lab

Personal experiments with multi-agent orchestration, tool use patterns, and retrieval-augmented generation for financial data analysis.

Claude LangGraph Python RAG
Training Data

Where I learned

Two masters, three disciplines. Engineering the intersection of CS, AI, and business.

Kelley School of Management, Indiana University

MBA — Strategy & Leadership
2024 — 2026

Georgia Institute of Technology

M.S. Computer Science — Machine Learning & AI
2021 — 2023

Rutgers University

B.S. Computer Science & Economics
2014 — 2018