Oleg Polyakov

About Oleg Polyakov

Seasoned software engineer with deep experience building high-performance developer platforms, trading systems, and full-stack applications across fintech and SaaS environments. I specialize in architecting complex systems that bridge product, infrastructure, and engineering workflows.My background spans modern web and desktop architectures using TypeScript/JavaScript frameworks such as React and Angular, with backend services built in Node.js, Python, and Java (FastAPI, Express, Spring). I have extensive experience designing distributed systems, CI/CD pipelines, and cloud-native deployments using Kubernetes and modern developer tooling.Recently, my focus has shifted toward AI-driven developer platforms and agent systems. I am actively building tools that integrate large language models into real engineering workflows — including AI-powered release pipelines, developer assistants, and internal agent frameworks using technologies such as OpenAI APIs, MCP-based integrations, and modern coding agents.I’m particularly interested in the emerging field of AI agents for software development, where systems combine LLM reasoning, structured context, and tools to automate complex engineering tasks.In addition to building large-scale web and desktop applications, I have also developed mobile applications using React Native and native Java/Swift stacks.I enjoy exploring new architectural patterns at the intersection of AI, developer tooling, and modern software infrastructure, and sharing experiments and insights through technical writing and open projects.I also write about AI agent architectures, developer tooling, and LLM-based systems:https://ai-agents-blog-snowy.vercel.app/

Experience

1. Senior Staff Engineer Embed Platform (Ai Developer Infrastructure)

   BILL

   May 2025 — Present · San Jose, CA, US

   Leading development of internal AI infrastructure and agent platforms used across engineering teams at Bill.com. Architected a modular AI developer platform connecting LLM agents, internal services, and engineering automation workflows. Designed an agent architecture separating configuration, execution context, prompts, and reusable skills, enabling structured orchestration of development tasks and integration with modern coding assistants such as ChatGPT and Claude Desktop.Designed and built BillMCP, an internal platform exposing enterprise capabilities through the Model Context Protocol, enabling AI-assisted developer workflows across internal systems. Built automation pipelines that analyze commits, pull requests, and Jira metadata to generate structured release documentation using LLM summarization and publish it automatically to developer portals. Also developed engineering automation using n8n workflows and observability dashboards in Datadog to monitor reliability and usage of AI infrastructure.

Education

• San José State University

  M.S, Computer Engineering

  2005 — 2007

• San José State University

  B.S, Computer Science

  1999 — 2004

Skills

• Offshore Outsourcing
• Titanium Mobile
• Web Development
• Ruby on Rails
• Javascript
• Html 5
• Offshore Management
• Mobile Product Development
• Team Leadership
• Cocoa
• Entrepreneurship
• Node.js
• Ios