Work

Production engineering across AI/ML, backend, and platform work.

NovumAI — Coaching AI for Sales Teams

Software Engineer (primary AI/ML engineer) · Nov 2025 – Present

NovumAI — Coaching AI for Sales Teams

Building real-time coaching AI for sales agents on live calls. Trained a custom model that improved coaching quality by 42% and cut response latency by 41%. Architected the data pipeline, evaluation harness, and production deployment.

  • AWS Bedrock
  • SageMaker
  • Llama 3.1
  • Python
  • DynamoDB
  • Redis

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Engagebud — Gamified Engagement SaaS

Product Engineer · Nov 2022 – Mar 2023

Engagebud — Gamified Engagement SaaS

B2B SaaS platform for gamified engagement campaigns embedded in Shopify storefronts. Built the contextual-bandit campaign router and the widget runtime serving live customer traffic, plus the analytics dashboard and configurator.

  • Python
  • Docker
  • React
  • TypeScript
  • Ruby

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Claude Professor

Claude Professor

Claude Code marketplace plugin

A Claude Code plugin that embeds spaced-repetition concept teaching into AI-assisted development to combat "vibe coding." 407 concepts across 18 domains; ~88 automated tests; zero external dependencies.

  • Node.js
  • FSRS-5
  • Claude API

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Sherpa

Sherpa

Multi-tenant Slack volunteer onboarding bot

Originally built for Changing The Present, then generalized into a distributable platform any nonprofit can install via Slack OAuth. ReAct agent with 5 tool types, 4-layer cost protection, $0.50–$2.50/month per workspace.

  • Python
  • Gemini
  • Pinecone
  • AWS Lambda
  • DynamoDB

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FlashBids

FlashBids

Live auction bidding system

Real-time flash auction platform. Built the bid processing pipeline (zero out-of-order bids via SQS FIFO) and the streaming leaderboard with sub-200ms update latency. Tested live with 70+ concurrent participants.

  • Python Flask
  • AWS API Gateway WebSocket
  • SQS FIFO
  • DynamoDB

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