Forward Deployed Engineer — Intern
FOOYO PTE. LTD.
The Role
As a Forward Deployed Engineer (FDE) Intern, you'll work at the intersection of engineering and client delivery. You won't just write code in isolation — you'll sit with real clients, understand their messy real-world workflows (emails, spreadsheets, WhatsApp threads), and deploy AI solutions that replace them. You'll help build and ship knowledge base systems, RAG pipelines, and AI workflow automations from proof-of-concept to production.
This is the fastest way to learn how AI actually gets deployed in enterprises — with all the constraints, edge cases, and human factors that tutorials never teach.
What You'll Do
- Deploy and configure AI knowledge base systems for clients: document ingestion, chunking, embedding, retrieval quality tuning, and access control
- Build and maintain AI workflow automations using orchestration tools (n8n, Dify) — e.g., automated email parsing, intake routing, quotation generation
- Work with vector databases (e.g., Chroma) and embedding models; run retrieval evaluations and iterate on accuracy
- Join client discovery sessions to map existing workflows and translate business requirements into technical designs
- Write integration glue: APIs, webhooks, data transforms between client systems (email, Excel, CRMs) and AI pipelines
- Test, document, and hand over deployed solutions; support pilots and troubleshoot issues on the ground
- Prototype fast: build a working PoC in days, validate with the client, then harden it for production
What We're Looking For
Must-have
- Currently pursuing (or recently completed) a degree in Computer Science, Computer Engineering, or related field
- Solid programming fundamentals in Python and/or JavaScript/TypeScript
- Hands-on curiosity about LLMs, RAG, and prompt engineering — you've built something with an LLM API, even if it's a side project
- Strong communication skills — you can explain a technical decision to a non-technical client
- Comfortable with ambiguity: requirements will change, and you'll help shape them
Nice-to-have
- Experience with n8n, Dify, LangChain, or similar orchestration/agent frameworks
- Familiarity with vector databases (Chroma, Qdrant, pgvector) and embedding models
- Exposure to Docker, Linux servers, or local-first deployment setups
- Bilingual English/Mandarin (some clients and documentation are bilingual)
- Prior hackathon experience or shipped side projects
What You'll Get
- Direct mentorship from the founding team — you'll work closely with the CEO/CTO, not be buried three layers deep
- Real production deployments on your CV, with named clients and measurable outcomes
- End-to-end exposure: discovery → architecture → build → deploy → client handover
- A front-row seat to how AI consulting and solution delivery actually works in Southeast Asia
- Internship allowance (competitive, based on experience); strong performers considered for full-time roles
How to Apply
Send the following to ***email_hidden*** with the subject line "FDE Intern — [Your Name]":
- Your CV
- A short note (5–10 sentences) on the most interesting thing you've built — bonus points if it involves LLMs
- GitHub / portfolio link if you have one
We review applications on a rolling basis and move fast — only shortlisted candidates will be notified.
Location: Singapore (on-site with client visits; hybrid flexibility)
Start Date: Immediate / flexible
About Fooyo
Fooyo is a Singapore-based AI engineering company that designs and ships production AI systems for real businesses — not demos. We build agentic workflow automation, AI knowledge bases, and commerce platforms for clients across travel, logistics, F&B, retail, and smart tourism, including brands like KFC, JLL, Konica Minolta, SimplyGo, StarHub, VivoCity, Singapore Flyer, etc. Winner of the AI Trailblazer Innovation Award.