Career Trajectory

Professional Experience

Owned end to end development of agentic AI systems and RAG pipelines in production for Wayside and Re:tune.

Oct 2025 — Present

Re:tune × Wayside

Software Engineer (Applied AI)Embedded

Embedded on the Wayside product team through Re:tune — building AI payroll and HR agents for PEOs and automating complex enterprise workflows.

  • Owned product KPIs and cross-cutting initiatives driving 3× ARR growth ($500K → $1.5M) in 8 months.
  • Designed and developed an agentic chatbot that navigates user documents and HRIS systems; built AI agents and workflows for leave management.
  • Increased AI draft utilization by 2× using HDBSCAN clustering on customer emails to identify recurring questions and onboard missing documents.
  • Led Freshdesk and SharePoint integrations for AI-generated Outlook drafts; migrated the customer-facing portal from Retool to React.
ReactNode.jsRAGLLM AgentsMicrosoft Graph APIAWSRetool
Read case study
Oct 2024 — Sep 2025

Re:tune

Software Engineer (Applied AI)Internal

Internal Re:tune product — an AI compliance assistant for aviation professionals, with RAG over a large regulatory document corpus.

  • Engineered and deployed a RAG pipeline indexing 40,000+ regulatory documents for real-time question answering.
  • Built full-stack features in React and Node.js using TurboPuffer, Turso/SQLite, GCP Buckets, Stripe, and Helicone for LLM observability.
  • Developed JavaScript cron jobs to automate document ingestion and synchronization, maintaining 99%+ data freshness.
  • Led product discussions with stakeholders to gather requirements, deliver updates, and influence design.
ReactNode.jsRAGTurboPufferTursoStripeHelicone

2× ARR

Played key role in driving 3× ARR growth ($500K → $1.5M) in 8 months by shipping agentic chat, AI agents and workflows, and improving AI Drafting product for Wayside.

40K+

Regulatory documents indexed via internal Re:tune RAG pipelines.

Core Competencies

  • Large Language Models (LLMs)
  • Vector Embeddings & RAG
  • Cloud Infrastructure (AWS/GCP)
  • Product Architecture
  • Competitive Algorithms
  • Backend Engineering