Applied AI LLM Platforms AWS Infrastructure

Hi, I'm Donnovan.

Senior software engineer with production experience shipping LLM-powered applications, RAG pipelines, and event-driven AWS infrastructure — most recently at AlphaSense and NASCAR.

Donnovan Wint
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Shipping LLM platforms
and production infrastructure.

I build LLM-powered applications and the backend infrastructure underneath them. At AlphaSense, I helped ship Alphred — a GenAI Q&A system over earnings calls and financial filings — and built the high-throughput REST APIs powering its search layer. At NASCAR, I architected serverless Lambda/SQS pipelines and connected Adobe Experience Platform to LLM-assisted workflows serving millions of fans. Seven-plus years of corporate engineering across AI, AWS, and full-stack development, with the backend depth and production instincts that applied AI roles require.

Applied AI & LLM Platforms

Production experience with LLM APIs, RAG pipelines, prompt engineering, and agent workflows — shipped at AlphaSense and NASCAR.

AWS & Cloud Infrastructure

Lambda, SQS, S3, CloudFront, EC2 — event-driven serverless architecture and infrastructure that holds up under real load.

Backend & API Design

REST API contracts, database schema design, and backend services built to be extended — not just to ship once.

Tech Stack

LLM APIs RAG Pipelines AWS Lambda / SQS Node.js PHP PostgreSQL REST APIs React TypeScript

My professional journey.

Senior Software Engineer / Development Manager

NASCAR

2023 – 2025
  • Led a headless WordPress platform at scale — PHP REST APIs and React surfaces powering content across major NASCAR properties for millions of monthly visitors
  • Shipped serverless Lambda and SQS pipelines for automated content ingestion and processing, improving reliability and cutting manual operational load
  • Connected Adobe Journey Optimizer and Experience Platform, including LLM-assisted workflows, to speed campaigns and deepen fan engagement across digital and broadcast
  • Rebuilt MyProfile Rewards end-to-end — registration, authentication, dashboard, and points APIs — with stronger session handling and a more consistent member experience
  • Turned attendance and engagement requirements into scalable back-end design; supported internal AI efforts with data and APIs for race analytics and leadership-facing simulation tools
  • Raised the bar for the web team through code review, API versioning, deployment practices, and clearer engineering standards

Senior Software Engineer

AlphaSense

2022 – 2023
  • Helped ship AlphaSense Assistant (Alphred) — a GenAI Q&A experience over earnings calls, filings, and research with citation-backed answers
  • Built high-throughput REST APIs for the enterprise search layer, wired to AlphaSense's domain-tuned ASLLM for financial language and jargon
  • Shipped recommendation and summarization features (e.g. call highlights, guidance shifts) with ML and product, and contributed to permissioned Enterprise Intelligence search
  • Hardened React surfaces and data layers — Core Web Vitals work plus schema and pipeline design supporting low-latency indexing over structured and unstructured content

Senior Software Engineer

PriceWeber

Apr – Aug 2022
  • Delivered bespoke WordPress and PHP back-ends for Fortune 500 campaigns, including responsive, cross-device front ends
  • Automated marketing reporting with PHP and REST-driven pipelines so client teams could focus on analysis instead of manual assembly
  • Ran technical audits across SEO, accessibility, and Core Web Vitals, then prioritized fixes that improved visibility and performance

Software Engineer

Sagefrog Marketing Group

2019 – 2022
  • Led delivery of 30+ enterprise B2B WordPress builds — custom themes, plugins, and ACF-driven CMS patterns that routinely cleared strong Lighthouse targets
  • Introduced a decoupled WordPress + Vue headless stack for faster loads and flexible, API-first content delivery
  • Built PHP and REST automation for marketing analytics and reporting, cutting manual prep time and tightening data quality
  • Mentored engineers and standardized PHP/JS practices and code review, lifting team velocity and maintainability
  • Drove technical SEO, structured data, and performance work across client portfolios with measurable CWV and organic gains

Full-Stack Software Engineer

Freelance

2012 – 2022
  • Shipped 50+ custom WordPress themes, plugins, and PHP applications for healthcare, finance, and e-commerce — from discovery through launch and ongoing support
  • Designed relational schemas and REST APIs with an emphasis on query performance, integrity, and long-term maintainability
  • Produced end-to-end audits for SEO, Core Web Vitals, and WCAG, turning findings into concrete engineering roadmaps
  • Operated client infrastructure on AWS (S3, CloudFront, EC2) with CDN and server-side tuning to support growing traffic

B.S. Information Technology

Penn State Abington

2012 – 2019

Web Development & Design Certifications

freeCodeCamp

2012 – 2014
  • Responsive Web Design Certification
  • Front-End Development Libraries Certification

Selected work.

AlphaSense — Alphred

GenAI Q&A platform over earnings calls, SEC filings, and research — citation-backed answers via a domain-tuned LLM and high-throughput search APIs

LLM APIs RAG REST APIs React TypeScript

NASCAR — Fan Platform

LLM-assisted content workflows via Adobe Experience Platform, serverless Lambda/SQS pipelines, and MyProfile Rewards rebuilt end-to-end — serving millions of fans

AWS Lambda Adobe AEP LLM Workflows PHP REST APIs

John Vena Inc.

Headless commerce platform — decoupled CMS with a Nuxt.js front-end and custom REST API layer for wholesale produce distribution

Nuxt.js Vue.js REST APIs PHP

TradeCentric

B2B SaaS platform connecting procurement and supply chain systems — custom CMS, marketing automation, and HubSpot integration

PHP REST APIs HubSpot JavaScript

Greenwald Research

Data-driven platform for a market research and financial consulting firm — headless CMS, custom data views, and Vue.js front-end

Vue.js PHP REST APIs JavaScript

Reynolds American

Enterprise corporate platform for a Fortune 500 — custom CMS, compliance-aware content workflows, and multi-brand architecture

PHP JavaScript WordPress CSS

Advanced Equipment Sales

Custom e-commerce and inventory platform for an industrial equipment dealer — WooCommerce backend with bespoke catalog and quoting logic

PHP WooCommerce JavaScript WordPress

Let's work together.

Open to applied AI and backend engineering roles — Forward Deployed Engineer, Applied AI Engineer, Solutions Engineer, and senior backend / platform positions at AI-first companies.