Ildar Gumerov

Staff Software Engineer · Trust & Safety

Seattle, WA

About

Trust is one of the most valuable assets a platform can have, and building systems that protect it has been the focus of my career for more than 15 years.

I am a Staff Software Engineer and Technical Lead specializing in Trust & Safety, Integrity, Identity Verification, Fraud Prevention, and large-scale distributed systems. My experience includes Shopify, Meta, Yandex, and financial services, where I have led the design of platforms that protect users, merchants, advertisers, and business ecosystems while supporting growth at global scale.

Throughout my career, I have built and scaled trust infrastructure, verification systems, risk-scoring platforms, anomaly detection solutions, and real-time decisioning engines. I enjoy partnering with engineering, product, policy, legal, compliance, and data science teams to solve complex challenges that require both technical depth and strategic thinking.

Highlights of my experience include:

  • Building verification and integrity platforms that protected hundreds of millions of dollars in revenue
  • Leading cross-functional initiatives spanning engineering, product, data science, legal, and compliance
  • Founding and scaling engineering teams focused on authenticity, business verification, and fraud prevention
  • Designing large-scale distributed systems that balance effective enforcement with low friction for legitimate users
  • Defining technical strategy and roadmaps for trust, safety, risk, and compliance programs

Most recently, I created and scaled an AI-powered Trust & Safety governance platform that translated strategic security principles into continuous codebase auditing and automated enforcement workflows. I leveraged LLM-based analysis to identify risky product actions, generate engineering work, and instrument critical user decisions, uncovering 100+ previously unmanaged risks and establishing company-wide visibility into security and abuse controls.

I am particularly interested in opportunities where I can help organizations strengthen trust, reduce abuse, protect revenue, and build scalable platforms that create safer experiences for customers and businesses worldwide.

Areas of Expertise

Trust & Safety AI Governance Fraud Detection Identity Verification LLM Integration Risk & Integrity Platforms Real-Time Decisioning Distributed Systems Trust Signal Scoring Regulatory Compliance Technical Strategy Engineering Leadership

Technologies

Python Large Language Models (LLMs) Generative AI Hack Ruby MySQL React Docker Kubernetes Google Cloud Meta Infrastructure