SamAlgo - AI, MLOps and Cloud Architecture
SamAlgo
AI / MLOps / Cloud architecture
Cloud AWS, GCP and sovereign: Scaleway, Infomaniak.
SamAlgo designs and industrializes AI, MLOps and cloud systems to automate complex business workflows, with AWS, GCP and sovereign cloud expertise.
Areas of Expertise
Focused expertise for robust, production-grade AI and cloud systems.
AWS Cloud
- Serverless and microservices architecture
- DevOps, CI/CD and Infrastructure as Code
- Cost optimization and FinOps
- Security and compliance
Autonomous Agents
- Specialized AI agents with Pydantic AI
- Orchestration with LangGraph, LangChain and MCP servers
- Multi-tool integration and Google ADK
- Decision-support systems
AWS Serverless Development
- Lambda, API Gateway & Step Functions
- Databases with DynamoDB and RDS
- Event-driven architectures
- AWS service integrations
AI & MLOps
- SageMaker and Bedrock on AWS
- Vertex AI and Google Cloud services
- LLM fine-tuning and RAG
- Automated training pipelines
Document Processing
- Text and Rekognition on AWS
- OCR and data extraction
- NLP analysis and classification
- Electronic document management
Data Engineering
- ETL pipelines and AWS Glue
- Spark, EMR & Redshift
- Data lake and warehouse architecture
- Performance and cost optimization
Technology Stack
A modern and proven technical stack for production delivery.
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