SOFTWARE ENGINEER · FULL-STACK & APPLIED AI
I’m Kevin. I build web applications, backend systems and practical AI tools — connecting the pieces from architecture to deployment.
01 / SELECTED WORK
A business platform built end to end, alongside focused explorations in AI and machine learning.
ASSOCIATION PLATFORM · FULL-STACK ENGINEERING
An integrated management platform for a motorsport association, designed to bring accounting, registrations and race operations into one system.
My role: architecture, backend, frontend and deployment.
Read the case study
ENGINEERING SHOWCASE
Invoice extraction and lead intake with structured validation and a field-level evaluation harness.
Live evaluation: 68 synthetic cases recorded, including five output failures. Published results include the failure analysis.
Explore source: AI automations, with evals.ENGINEERING SHOWCASE
An ML serving template that separates a FastAPI gateway from ONNX model workers through a Redis queue.
Locally verified with real model inference and worker-interruption recovery. Recovery tests and benchmark evidence are published.
Explore source: Inference, off the request path.02 / EXPERIENCE
My work spans backend development, full-stack delivery, ML deployment and hands-on evaluation of language models.
2025 — PRESENT
Freelance · Association management platform
Owning the system from shared data contracts and API integrations to role-specific React applications and deployment.
2023 — PRESENT
Contract work across multiple companies
Evaluating coding and reasoning outputs, developing challenging prompts and reviewing responses against detailed quality rubrics.
2024 — 2025
Anyone AI · Fellowship
Image classification deployment, asynchronous inference APIs, cloud infrastructure and supervised learning projects.
2021 — 2023
Web and mobile applications
Node.js APIs, database design, AWS integrations, code review and coordination with frontend and mobile developers.
03 / HOW I CAN HELP
Business applications, portals and internal tools. From the data model to the interface people use.
TypeScript / React / PostgreSQL
APIs, connected services and workflow automation to reduce fragmented manual processes.
Node.js / Python / AWS
Structured AI workflows, evaluation tooling and infrastructure for serving machine learning models.
FastAPI / LLM evaluation / Docker
04 / CONTACT
Hiring for a full-time engineering role? Have a focused project or an ongoing development need? Tell me what you’re working on.
kevin.arian3003@gmail.com