What are the responsibilities and job description for the AI/ML Consultant position at Smart IT Frame LLC?
Role: AI/ML Consultant
Location: Reston, VA (Onsite)
Job type: Contract
Interview Mode: In-Person Interview Required Interview
Job Description:
- Core Responsibilities (AI/ML, Python, AWS, GenAI)
- Design and implement end-to-end AI/ML and Generative AI solutions using Python, including model training, evaluation, optimization, and deployment.
- Build and maintain cloud‑native applications on AWS using services such as Lambda, ECS/Fargate, S3, API Gateway, DynamoDB, RDS/Aurora, SageMaker, and Bedrock.
- Develop high‑performance Python microservices (FastAPI/Flask) enabling scalable data pipelines, model inference, and real‑time analytics.
- Architect and operationalize RAG pipelines, embeddings, vector databases, and LLM‑powered automation (chatbots, summarization, semantic search, anomaly detection).
- Implement CI/CD pipelines (GitHub/GitLab/CodePipeline) and infrastructure‑as‑code (Terraform/CloudFormation) for reliable, automated deployments.
- Build robust MLOps workflows, including model versioning, containerized training/inference, automated retraining, monitoring, and performance tuning.