engineer profile

shipping since 2016

Andrew Stockus

founder, BigDevelop / forward-deployed AI engineer

Andrew Stockus is a Lithuanian-born American software and AI engineer, and the founder of BigDevelop Tech & Media, a custom software and AI engineering firm based in Central Florida. Working as a forward-deployed engineer, Stockus embeds with a client's business, turns rough ideas into working prototypes within days, and delivers production software that people use every day. Stockus has shipped more than 35 applications, AI agents and automations since 2016, working in consumer health, accessibility, financial services, logistics, hospitality and commercial real estate.

By the numbers

apps, agents & automations shipped
35+
writing production code since
2016
ai voice agents on live calls
4

01capabilities

Idea to production, one engineer

Stockus takes projects from idea to production alone, covering strategy, design, engineering, deployment and ongoing iteration. The work spans five main areas.

  • ai.agents

    AI agents and automation

    Designs and runs production AI systems: voice agents that answer real customer calls, an AI review responder covering four business locations, multi-agent workflows, and custom Model Context Protocol (MCP) servers that let AI take real actions, such as turning a meal plan into a placed grocery order.

    • voice agents
    • multi-agent
    • mcp servers
    • tool use
  • platforms

    Custom software and marketplaces

    Builds full-stack web platforms end to end, including two live marketplaces: one for freight logistics that matches shippers with carriers, and one for peer-to-peer car rental. The work covers accounts, bookings, card and direct ACH payments, databases and automated test suites.

    • marketplaces
    • payments
    • ach
    • test suites
  • mobile

    Mobile apps

    Ships native iOS and cross-platform mobile apps to the major app stores, including a live AI nutrition tracker that uses computer vision to log meals from photos.

    • native ios
    • cross-platform
    • computer vision
  • growth

    Digital growth and marketing

    Takes traditional businesses online and brings in customers through social media advertising, digital marketing campaigns, websites, SEO and analytics, then builds the systems that handle the growth.

    • paid social
    • seo
    • analytics
  • integrations

    Business systems and integrations

    Connects the tools a business already runs on, including accounting software, property-management systems, payment terminals and SMS, and automates the manual work between them: billing, reconciliation, onboarding, scheduling and reporting dashboards.

    • accounting
    • billing
    • reconciliation
    • dashboards

02career

From the sales floor to the stack

  1. early life

    Early life

    Stockus was born in Kaunas, Lithuania, and immigrated to the United States at age 10. Stockus is a United States citizen and is based in Central Florida.

  2. 2008 – 2014

    Retail career

    From 2008 to 2014, Stockus worked for a national health and wellness retailer. Over six years, Stockus held five progressively senior roles: sales associate, key holder, assistant store manager, store manager and market manager. As market manager, Stockus was responsible for the profit and loss of multiple stores.

    According to Stockus, this period was a lesson in how businesses actually operate and how to earn the trust of the people doing the work, and it became the foundation of a later approach to engineering.

  3. 2016 – present

    BigDevelop

    Stockus began building software professionally in 2016 and in 2017 founded BigDevelop Tech & Media, a custom software and AI engineering firm. Stockus personally leads each engagement, from the first discovery conversation through prototype, production and iteration.

focus areas at BigDevelop

  • Analog-to-digital transformation

    Much of Stockus's work focuses on modernizing traditional, offline businesses. Stockus builds their digital presence through social media advertising, digital marketing campaigns and websites, then builds the systems they need to handle the resulting growth, including payments, scheduling, AI phone agents and reporting dashboards.

  • Health technology

    Stockus built a live AI nutrition-tracking iOS app that uses computer vision to turn meal photos into calorie and macronutrient logs. Stockus also built a voice-controlled accounting interface for vision-impaired users: spoken questions drive an AI agent that runs the accounting software and answers out loud.

  • Commercial operations

    Stockus serves as the embedded engineering partner to a multi-venue commercial operator that runs a food truck park with more than 100 vendors, a 200-booth market and gift retail. Systems built there include automated utility re-billing, vendor parking check-in, employee onboarding, an AI review responder covering four locations, and a 225-booth gamified treasure hunt with a companion mobile app.

03approach

Forward-deployed engineering

Stockus describes the work as forward-deployed engineering: working directly alongside the people who will use a tool, iterating with them face to face, and moving from an ambiguous idea to production quickly. The approach values plain communication and full ownership of a project, and emphasizes measurable business outcomes over features.

  1. stage 1embed

    Work on-site

    alongside the people who use it

  2. stage 2prototype

    Prototype

    working build within days

  3. stage 3production

    Production

    software used every day

  4. stage 4iterate

    Iterate

    face to face, on real feedback

loop until the outcome is measurable

04systems shipped

Kinds of systems in production

Systems Andrew Stockus has designed, built and shipped
Computer-vision nutrition trackingConsumer healthLive iOS app; computer vision logs calories and macros from a photo of a meal.
Voice-driven accountingAccessibilityLets vision-impaired users run their accounting by voice, through an AI agent that answers out loud.
AI voice agentsCustomer serviceFour production AI phone agents answering inbound calls for retail, food hall, wellness and agency lines.
Two-sided logistics marketplaceLogisticsLive marketplace matching shippers and carriers, with payments and a 79-test automated suite.
Peer-to-peer rental marketplaceMobilityLive web app plus native iOS app on a shared backend: listings, bookings, host and renter flows.
ACH payment infrastructureFinancial servicesReplaced card processing for a hospitality client, saving about $100,000 a year.
GAAP-to-IFRS conversionFinancial servicesFinancial-statement conversion platform with audit-ready output (about $85,000 engagement).
Behavior-change appWellnessiOS app for identity-based habit change, with self-assessment and guided daily practice.
Venue operations systemsCommercial operationsBilling automation, vendor check-in, onboarding and a 225-booth treasure hunt app for a 300+ vendor operation.

05stack

Technical stack

ai and llms
  • Claude API
  • OpenAI
  • Gemini
  • multi-agent systems
  • tool use
  • RAG
  • MCP servers
  • Vapi
  • ElevenLabs
languages
  • Python
  • TypeScript
  • JavaScript
  • Swift
  • Dart
  • SQL
web and mobile
  • React
  • Next.js
  • React Native
  • SwiftUI
  • Flutter
backend and infrastructure
  • Node.js
  • FastAPI
  • PostgreSQL
  • Supabase
  • Neon
  • AWS
  • Vercel
  • Stripe
  • Twilio
marketing
  • Paid social advertising
  • digital marketing
  • SEO
  • GA4 analytics

06links

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