Full-Stack ML Engineer

3 days ago

Central Region, Singapore Sum Capital Partners Pte Ltd Full time $80,000 - $120,000 per year

We are building a creator intelligence platform designed to give content creators and marketers a competitive edge. Think of it as the "Content analytics Tool for Content Creators"

We are an ambitious, early-stage venture with the goal of becoming the go-to analytics and inspiration platform in the creator economy.


Job Description

We're looking for a Founding Full-Stack ML Engineer to take ownership of building our MVP and setting the technical foundation for the company. You'll be the first technical hire and will have the opportunity to directly shape both the product vision and technical roadmap.

Responsibilities

  • Build the MVP end-to-end:

  • Ingest public video/account data (YouTube API first).

  • Transcribe audio (captions, Whisper/AssemblyAI fallback).
  • Extract on-screen text (OCR) for silent/text-only videos.
  • Rank videos by normalized engagement metrics.
  • Classify hook styles and structures using LLMs.
  • Generate AI-driven hook ideas and scripts.

  • Develop a clean, user-friendly web app:

  • Input box for profile links.

  • Instant report page with top content + insights.
  • Email capture and referral credit system.
  • Implement reliable infrastructure: queues, storage, retries, monitoring.
  • Ensure processing is cost-effective and scalable (

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