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]":

  1. Your CV
  2. A short note (5–10 sentences) on the most interesting thing you've built — bonus points if it involves LLMs
  3. 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.