Comprehensive Rehab Consultants
Tasks
- Architect build and deploy AI analytics chatbot
- Build LLM evaluation and retraining pipelines
- Build custom clinical embeddings
- Build maintainable ML pipelines for training validation deployment
- Build tune validate statistical models
- Create model outputs for dashboards and reports
- Develop and maintain private LLM
- Document methodologies assumptions and validation processes
- Engineer features from structured and unstructured healthcare data
- Implement model monitoring, drift detection, and retraining
- Implement retrieval-augmented generation pipelines
- Integrate ML models into production services
- Integrate models with data sources and applications
- Package and deploy reproducible models via APIs or workflows
- Tune NLP engine for clinical note understanding
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | Azure ML | CI/CD | Databricks | Drift Detection | Fabric | Feature Engineering | GitHub Actions | LLM | MLflow | Model Drift | Model Drift Detection | Model Monitoring | NLP | Pandas | PyTorch | Python | RAG | Retrieval-Augmented Generation | SQL | Scikit-learn | Spacy | StatsModels | TensorFlow | Transformers
Education
N/A
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