A breakdown of the technologies, frameworks, and methodologies I use to build and orchestrate robust AI/ML infrastructures.
AI/ML Technologies
GenAI/LLM Implementation
AWS Bedrock Claude
AutoGen Framework
NLP Processing
PII Redaction
Model Monitoring
MLFlow
Responsible AI
Evidently AI
Cloud & Infrastructure
AWS Architecture
GCP Vertex AI
Kubernetes
Docker
Terraform
Helm Charts
Apache Airflow
Argo Workflow
ECS Fargate
Sagemaker
Development & Operations
Python
FastAPI
Flask
CI/CD Pipelines
GitOps
GitHub Actions
Prometheus
Grafana
Seldon Core
PostgreSQL
DynamoDB
Data Processing
Real-time Chat Processing
IVR Data Analysis
Email Classification
SQL Query Gen
Data Pipeline Orchestration
AWS Glue ETL
Confluent Kafka