Selected work

Systems I designed, built, or led — and can defend.

Each project below started as a real operational problem and became a shipped pipeline. Private and client work is described by problem, scale, and my role — customer data and internal detail stay confidential, and I'm glad to walk through the architecture on request.

01RevvyPrivate productA multi-tenant SaaS that ingests Google Business Profile reviews at scale and generates on-brand reply drafts through a tunable draft-to-approve-to-publish pipeline, engineered so throughput and per-call cost stay controlled once real review volume arrives.Next.js 14 (App Router)TypeScriptReact 18PostgreSQLPrisma ORM

02Emmy — thread-aware Gmail categorizationClient workA production Gmail auto-categorization system that routes known senders by deterministic rule and classifies the rest with a thread-aware LLM, writing every decision back as a native Gmail label — and logging why.Next.js 14 (App Router)TypeScriptPrisma / PostgreSQLInngest (durable background jobs)Gmail API + Pub/Sub push

03Recruitment RAG PlatformInternal labAn end-to-end recruitment platform that matches candidates to roles by semantic retrieval and runs a conversational, non-repeating interview agent — built with a 4-person team I led during a research-lab internship.PythonFastAPIWeaviateNomic embeddingsLlama 3 8B (Groq API)

04AdzeePrivate productA solo, end-to-end AI product that turns a brand profile and a one-line theme into a full ad set — brief, ranked headlines, copy, and imagery — through a staged, brand-conditioned pipeline with a self-correcting image-quality loop.Next.js 15React 19TypeScriptOpenAI GPT-4oOpenAI image generation

05CAD UnderstandingResearchAn evidence-first foundation that turns a delivered architectural CAD package into typed, content-hashed, provenance-tracked evidence — engineered so a reasoning model can later interpret real drawings without ever drifting from the exact CAD.Pythonezdxf (DXF parsing)ODA File Converter (out-of-band DWG-to-DXF, behind a provenance-recording adapter seam)AST-based build gates (unittest)Content-addressed hashing (SHA-256) for file/package identity

06MelodyMindAcademicA multimodal AI music companion whose recommendation core aligns a frozen CLAP audio encoder to a text embedding space with InfoNCE contrastive learning — arrived at only after a naive baseline collapsed and the failure was diagnosed.CLAP (frozen audio encoder)InfoNCE contrastive learningNomic text embeddingsPyTorchDemucs

Contributing full-stack / AI engineer on a ~20-person team

Contributed across a production multi-tenant AI SaaS platform hosting a fleet of purpose-built agents on a shared Next.js / Prisma / AWS backbone — multi-tenant billing and credit accounting, multi-model routing across OpenAI, Anthropic, and Google, an AWS async pipeline (S3 · SES · SQS), and Pinecone vector search. Several of my standalone agent prototypes map to agents on that platform.

Team product — described by capability and my role, without naming the private product or its owner.

Also built

Agents, systems, and foundations

Smaller builds and lower-level work — a domain agent, a content-systems engine, and HPC / compiler projects.

AI domain-naming agent

Dominic

Turns a company brief into brandable domain candidates, checks real availability over RDAP (Verisign, PIR), and ranks results with a hybrid heuristic-plus-model scorer.

Content systems · 1,000+ pages

Programmatic SEO engine

A Node.js generation pipeline that scaled a retailer's site from ~65 to 1,000+ static pages from a city × product × guide matrix, each with JSON-LD structured data and automated schema validation.

~48× reported speedup

Systems I designed, built, or led — and can defend.

Production multi-tenant agentic AI SaaS

Agents, systems, and foundations

Dominic

Programmatic SEO engine

CUDA Canny optimization

Neural network acceleration

Offline document RAG

Custom compiler

Have a workflow worth automating?