LINE MAN Wongnai
Tasks
- Build APIs for model integration
- Build CI/CD deployment pipelines
- Build data pipelines
- Collaborate with data scientists on model architectures
- Deploy production ready machine learning models
- Design MLOps infrastructure
- Detect anomalies and data drift
- Develop microservices
- Enforce clean code standards
- Implement backend business logic for predictions
- Maintain feature stores
- Manage incident response
- Optimize models for latency throughput and compute efficiency
- Set up monitoring and observability
- Support real-time inference
- Track A B testing performance
- Troubleshoot production bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | APIs | Agentic AI | Anomaly Detection | Apache Airflow | Apache Spark | Autogen | B testing | CI/CD | CrewAI | Data Pipelines | Distributed Systems | Feature Store | Go | Kubernetes | Langchain | Language Models | Large Language Models | MLOps | Machine Learning | Microservices | Model Deployment | Model Drift | Model Evaluation | Monitoring | PyTorch | Python | RAG | Scikit-learn | Supervised Learning | TensorFlow | Tool-Calling | Unsupervised Learning
Education
N/A
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