Hi, I'm Shyal 👋
Senior software engineer. Pipeline infrastructure for VFX studios, and lately LLM products.
Shyal Beardsley

About

I write software for film and VFX studios and, more recently, for products built on language models. At MPC, Prime Focus and Cinesite I built pipeline tools and the infrastructure under them. At the AI Objectives Institute I built Talk to the City, an LLM interface for collective decision-making. I co-founded FlowPilot Studio, a SaaS for VFX studios, and I run Claude Code Manila, a fortnightly meetup where teams build and deploy an app in a session.

Skills

Python
TypeScript
Rust
C++
SQL
FastAPI
PostgreSQL
Supabase
Redis Streams
RabbitMQ
Celery
SvelteKit
Svelte 5
Tailwind
AWS
Vercel
Docker
NGINX
GitHub Actions
Grafana Loki
Linux
Claude API
LLM pipelines
UMAP
HDBSCAN
BERTopic
SOC2 Type 2
MPAA
Projects

Selected work

Two LLM products, a community, and two open-source tools from the VFX years.

Talk to the City

An LLM interface for collective decision-making, built at the AI Objectives Institute. Onboarded Taiwan's Ministry of Digital Affairs.

Svelte
Firebase
Python
UMAP
HDBSCAN
BERTopic
Shots by status this week, with anything overdueWebhook · shot updated
FlowPilot Studio

A SaaS for VFX studios, co-founded and co-built with Kevin Sallée. Connects to a studio's Flow Production Tracking database, builds charts and tables from plain-English requests, and runs automations from FPT webhooks.

SvelteKit
Supabase
FastAPI
Rust
Redis Streams
AWS
Claude API
Claude Code Manila
Claude Code Manila

A fortnightly in-person meetup in Manila. Teams build and deploy an app around a topic each session and are scored against a rubric. 700+ members.

Claude Code
RAG
Agents
app.pyrequestsHoverPycapturesimulateGET /users200POST /pay200GET /stock200wrappedusersGET /userspaymentsPOST /payinventoryGET /stock
HoverPy

A service virtualisation library for Python, on PyPI. My article on it reached the Hacker News front page.

Python
Go
Hoverfly
Scene check5 issues foundClose open bordersTriangulate n-gonsRemove floating vertsFix inward normalsPivot to originFix all
OSBTools

3D scene sanitation tools for Maya, written at Reliance Digital Domain and later open-sourced. Adopted by other studios.

C++
Python
Maya
Contact

Get in touch

Message me on LinkedIn.