enggsol pte. ltd.
16 hours ago
Senior Computer Vision Manager
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Company information
- Company
- enggsol pte. ltd.
- Location
- Singapore Singapore
- Posted
- 16 hours ago
Job description
Design, develop, train, and deploy artificial intelligence / machine learning models for:
- Video Analytics
- Object Detection and Tracking
- Facial Recognition
- License Plate Recognition (LPR/ANPR)
- Person Re-Identification
- Behaviour Analytics
- Multimodal AI applications
- Generative AI and LLM-based solutions
- Build end-to-end AI pipelines from data ingestion through model deployment and monitoring
- Evaluate and benchmark state-of-the-art AI models and frameworks
- Design and build user-facing application layers across the full CV lifecycle: data curation tools, training dashboards, evaluation, deployment workflows, and monitoring
- Own backend services (Python, FastAPI, gRPC) that power automated CV pipelines, integrating data prep, augmentation, model training, and evaluation into seamless agent-driven workflows
- Build scalable APIs with clean contracts, versioning, and documentation that internal teams and platform agents consume
- Integrate and wrap CV toolkits (PyTorch, OpenCV, Ultralytics YOLO) so the platform can orchestrate them programmatically
- Implement orchestration layers for multi-step pipelines with retry, rollback, and SLA guarantees
Required skills
- grpc
- generative ai
- python
- llm
- pytorch
- rest api
- artificial intelligence
- machine learning
- fastapi
- sla
- computer vision
- orchestration
- opencv
- license plate recognition
- model deployment
- model monitoring
- multimodal ai
- object detection
- video analytics
- facial recognition
- rollback
- retry
- object tracking
- person re-identification
- behaviour analytics
- end-to-end ai pipelines
- ultralytics yolo
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