AI Architect
Tasks
- Apply reasoning frameworks for agentic AI
- Architect ML AI solutions on AWS Azure
- Architect clinical coding models for ICD10 CPT
- Conduct architecture design reviews in agile environment
- Define enterprise AI architecture
- Define prompt engineering evaluation and monitoring standards
- Design ML deep learning NLP and agentic AI solutions
- Design SQL for analytical data access
- Design embeddings and transformer based solutions
- Ensure HIPAA compliance responsible AI governance
- Establish model accuracy latency cost standards
- Implement CI CD model versioning and lifecycle management
- Implement inference optimization
- Lead model fine tuning for healthcare use cases
- Optimize model compression quantization distillation
- Optimize model performance using statistical methods
- Provide mentorship for data scientists and ML engineers
- Select models and fine tuning approaches
Perks/Benefits
Skills/Tech-stack
Agentic AI | Amazon Web Services | Azure | Bagging | CI/CD | CPT | Chain-of-Thought | Convolutional Neural Network | Deep learning | Distillation | Embeddings | Fine Tuning | GPU | Gated Recurrent Unit | Gradient boosting | HIPAA | ICD10 | Language Models | Language Processing | Large Language Models | Linear Regression | Linux | Logistic Regression | Long Short-Term Memory | Machine Learning | Model versioning | Natural Language | Natural Language Processing | Neural Network | Prompt engineering | PyTorch | Python | Quantization | Random Forest | Recurrent Neural Network | SQL | Short Term Memory | Support Vector Machine | TensorFlow | Transformers | Web Services | XGBoost
Education
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