Adam J. Rubinsky Tech Builder × Product Strategist

Senior Product Manager - Technical in AWS Observability, based in New York. I work on how teams see and fix what their applications and AI agents are doing, with a focus on OpenTelemetry and AI-powered investigation. Engineer by training, MBA by way of Kellogg, builder by habit.

Adam Rubinsky
4 AWS Observability Launches
10 Years Technology Strategy Experience
AI & Agent Observability

Professional Experience

Senior Product Manager - Technical, AWS Observability

Amazon Web Services (AWS)

2022 - Current New York, NY

AI-powered observability for applications and AI agents, built on OpenTelemetry

  • Contributed to Amazon CloudWatch Omni (September 2026) as part of the cross-team effort behind AWS's AI-powered, OpenTelemetry-native observability experience for applications and agents
  • Led product strategy across AWS security and observability, including AI observability and the expansion of the AWS Security Hub partner ecosystem with partners such as CrowdStrike, Okta, Splunk, and Zscaler
  • Shaped CloudWatch generative AI observability before launch through competitive benchmarking and experience definition, then served as its first beta tester
  • Led AIOps market analysis and product requirements for CloudWatch Investigations, an AI-powered root cause analysis product launched at AWS re:Invent 2024
  • Identified 15+ product gaps and built the roadmap for application observability improvements that led to Application Map, CloudWatch's application visualization
  • Built an agentic customer insights tool used by 400+ AWS builders, turning CRM, customer session, and product feedback signals into ranked insights
  • Designed a developer experience research program with 400+ participants, delivering 40+ insights on compute and database products to senior leadership

MBA Venture Capital Associate

Moderne Ventures

2021 Chicago, IL

Investment analysis and startup evaluation in FinTech and PropTech

  • Led diligence process for $4M Series A investment in Kaiyo (used furniture marketplace)
  • Screened 50+ early-stage startups for Seed/Series A opportunities
  • Crafted AI/ML software market analysis and investment thesis for General Partners

Strategy Consultant

Accenture

2016 - 2020 New York, NY; Atlanta, GA

Technology Strategy & Advisory Practice

  • Implemented cloud data migration strategy for XL retail bank with 130M+ customer records, generating $40M+ annual savings
  • Developed technology roadmap for Fortune 250 insurance firm, achieving $55M cost savings
  • Led fraud detection automation at top 5 North American bank, improving response time by 6x and saving $11M annually
  • Published Accenture Fintech Point-of-View on digital transformation strategies

Technical Skills & Expertise

Product Management

User Research & Testing Product Roadmapping Competitive Analysis Cross-Functional Management

Generative AI

AWS Bedrock & Bedrock AgentCore LLM-Based App Building Claude Code, Kiro, and Strands Agents AIOps and AI-powered Monitoring

Cloud Infrastructure

AWS (Certified Cloud Practitioner) Azure & GCP Architecture Containerized & Serverless Designs Microservices Applications

Observability

Application Performance Monitoring Log Analytics OpenTelemetry AI Agent Observability & Evaluation

Fintech

Payments Technology Cryptocurrency & Digital Assets Banking Automation & Fraud Detection Emerging Markets Strategy

Development & Analytics

Python & SQL UI/UX Design (Figma, Canva) Data Analysis (R, Power BI, Tableau) Excel & Advanced Analytics

Key Projects & Achievements

Amazon CloudWatch Omni

Launched 2026

AI-powered observability for applications and AI agents in one place, built on OpenTelemetry and available outside the AWS console with SSO. I contributed as part of a large cross-team effort that launched in September 2026.

OpenTelemetry Agent Observability AI Evaluations AWS DevOps Agent

CloudWatch Investigations

AIOps

AI-powered root cause analysis for AWS workloads, launched at re:Invent 2024. I led the AIOps market analysis and product requirements.

Amazon Bedrock Root Cause Analysis Observability Enterprise AI

Application Map

Application Observability

CloudWatch's visualization of how services and their dependencies connect. I identified 15+ product gaps in application observability and built the roadmap that drove its development.

APM Service Maps Product Roadmap Customer Research

FantasyAgent

Side Project

An AI-powered fantasy football draft assistant I built in three weeks with Claude Code, from prototype to a production system across two platforms. I wrote up what worked and what didn't on the blog.

Claude Code LLM Apps Python Product Engineering

Education & Certifications

Master of Business Administration

Kellogg School of Management - Northwestern University

2020 - 2022 Evanston, IL

Majors: Technology Management & Finance

President - Fintech Club Student Investor - Harvard Business School Angels Kellogg VC Competition - Runner Up KWEST Leader

Bachelor of Engineering, Mechanical Engineering

Vanderbilt University

2012 - 2016 Nashville, TN

Minors: Economics & Engineering Management

GPA: 3.6/4.0 Dean's List (2014, 2015, 2016) Founding VP - Zeta Beta Tau Fraternity

Certifications

AWS Certified Cloud Practitioner

Personal Interests

Music Production & DJing

I moonlight as DJ Spinsky, blending beats and creating electronic music. There's something magical about reading a crowd and creating the perfect musical moment.

Adirondack 46ers Challenge

Currently working to summit all 46 high peaks in the Adirondacks. Nothing beats the clarity of thought that comes from a challenging hike and mountain views.

Fantasy Literature

Deep into Brandon Sanderson's Cosmere universe. Ask me about magic systems, worldbuilding, or why it's always "Journey before destination".

Sports Enthusiast

NFL, NBA, and F1 racing. I attended the Houston Rockets championship parade before I could speak, and have been enamored with sports ever since. I love the play-calling strategy, split-second decisions, and the incredible human performance at the highest levels.

Let's Build Together

Get In Touch

Happy to talk about observability, AI agents, product strategy, or anything in my blog. Email or LinkedIn is the fastest way to reach me.

adam.rubinsky@gmail.com
New York City, NY