ML / AI Engineer
Budget: -
HOURLY / AS_NEEDED
⭐ 4.82 (62)
United Kingdom
machine-learning
Qualifiche preferite
- Tipo di talent: Indipendente
- Esperienza: Esperto
- Inglese: Fluente
About the role
We need an ML engineer to take ownership of a cloud-based AI pipeline currently running in production with no backup. The previous engineer is departing. The pipeline covers OCR, document extraction, voice ID, translation, and transcription - all deployed as REST APIs.
What you'll work on
- Cloud OCR pipeline - classifying uploaded images (invoices, logbooks, weighing scales, licence plates), extracting structured data using Mistral OCR, and returning results to mobile and web clients
- Transaction verification - matching multiple image types into coherent transaction records
- Voice ID / speaker verification - enrolment and probing API using NVIDIA TitaNet
- Translation and transcription pipelines - server-side audio transcription and multilingual translation (currently Gemini Flash)
- Image classification - routing uploaded images to the correct processing pipeline
- API maintenance and deployment - all of the above run as live REST APIs on AWS EC2
Profile
A hands-on ML engineer who has built and shipped deployed AI pipelines. The work is applied: wiring models into APIs, handling messy real-world inputs (blurry photos, noisy audio, handwritten text), and keeping things running in production.
- Experience deploying ML models as REST APIs
- Computer vision / OCR experience
- Speaker verification or audio ML is a strong plus
- Python (primary); ONNX familiarity a bonus
- Comfortable inheriting and owning an existing codebase
- Reliable, async-friendly, proactive communicator
Stack
Python, FastAPI, Mistral OCR, NVIDIA TitaNet, Gemini Flash, AWS EC2.
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