Antoine Tan
@antoinetan
Senior full-stack engineer specializing in high-concurrency Python backends.
What I'm looking for
I am a Senior Full Stack Engineer with 12 years building high-scale automation and AI platforms, moving from onsite systems engineering roles to senior remote positions at Zapier and Rad AI. I specialize in Python-driven backends—FastAPI and Django—designed to handle millions of real-time events and heavy-concurrency workloads.
My work focuses on translating complex technical requirements, such as spatial computing data and clinical AI insights, into stable, user-facing products. Notable achievements include rebuilding Rad AI's async-first inference delivery layer to reduce radiologist lag, optimizing patient-history matching for clinical context, and integrating LLMs into Zapier's Natural Language Actions.
I thrive in remote environments and enjoy bridging heavy backend logic with intuitive frontends, using technologies like React, WebSockets, and scalable cloud infrastructure to deliver responsive, reliable products that meet strict performance and compliance requirements.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
Rad AI
Jan 2024 - Dec 2025 (1 year 11 months)
Rebuilt the core inference delivery layer into an async-first FastAPI architecture to reduce radiologist-facing lag and hardened task processing to handle millions of patient records per day, improving platform stability during traffic spikes.
Engineered core automation logic and scaled asynchronous backend services for Zapier Editor, Partner API, Tables and Interfaces, and integrated LLMs to enable Natural Language Actions across 5,000+ apps, improving throughput during peak events.
Developed and maintained a React + Python Enterprise Console and real-time visualization dashboards, automated Lumin SDK build-and-test pipelines to reduce internal release cycles by 20%, and implemented scalable Flask APIs for spatial data imports.
Software Developer
Citrix
Jun 2014 - May 2017 (2 years 11 months)
Contributed Python automation for virtual delivery agent registration, built reusable React UI components for Octoblu automation dashboard, and developed tests for asynchronous messaging modules to improve reliability of real-time workflows.
Education
Degrees, certifications, and relevant coursework
University of Florida
Master of Science, Computer Science
2012 - 2014
Completed a Master of Science in Computer Science focused on advanced software engineering and systems design from 2012 to 2014.
University of Florida
Bachelor of Science, Computer Science
2008 - 2012
Completed a Bachelor of Science in Computer Science with foundational coursework in programming, data structures, and systems from 2008 to 2012.
Tech stack
Software and tools used professionally
GitHub
GitLab
Kubernetes
GitHub Actions
GitLab CI
PostgreSQL
MongoDB
Django
Next.js
Tailwind CSS
Material-UI
Figma
Redis
Terraform
Jira
React Query
MQTT
FastAPI
asyncio
Grafana
Prometheus
SQLAlchemy
Remote Team
Datadog
Prisma
gRPC
Serverless
Zustand
pytest
OAuth2
Zapier
Toolkit
Citrix
LangChain
Shadcn/ui
Playwright
Pydantic
Pinecone
Plane
OpenAI API
Vitest
Framer Motion
pgvector
Make
Bridge
Availability
Location
Authorized to work in
Website
himalayas.app/@antoinetanJob categories
Skills
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