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Achievement: Pair ExtraordinaireAchievement: Pull Shark

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ovalles2019/README.md

Hi, I'm Oscar Valles

Cloud & AI/ML engineer building agentic workflows, RAG systems, and MCP tooling on AWS.

Featured projects (2025–2026)

Project What it demonstrates
raditriage · live demo Agentic veterinary radiology workflow — classify→RAG→draft→route pipeline, RBAC, SLA dashboard, key-safe Claude proxy
cloud-sre-agent · live demo Bedrock SRE/FinOps agent — CloudWatch, Cost Explorer, Trusted Advisor, HITL remediation
agentic-governance-harness · live demo Agentic AI governance benchmark — guardrail trip rate, policy latency, cost per resolved task
agentic-ai-workflows Single & multi-agent patterns with LangChain, LangGraph, CrewAI, AutoGen
pgvector-rag-demo RAG with PostgreSQL + pgvector, local embeddings, Streamlit UI
aws-cloudops-mcp AWS CloudOps MCP server (EC2, CloudWatch, S3, Lambda, …)
small-biz-operations-mcp MCP agent for small-business ops + dashboard
ml-experiment-tracker-mcp ML experiment tracking MCP server (SQLite)
budget-insights-platform Cloud-native finance platform (K8s, AWS microservices)
fraud-detection-system Flask API + React dashboard for transport fraud analytics
ml-cloud-deployment Spam detection ML → AWS Lambda + API Gateway

Tech stack

Python AWS Postgres Flask Kubernetes GitHub Actions

GitHub stats

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  1. oscar-portfolio oscar-portfolio Public

    Oscar Valles - Cloud Engineer Portfolio built with Flutter.

    Dart 2

  2. agentic-ai-workflows agentic-ai-workflows Public

    Single & multi-agent AI workflows with LangChain, LangGraph, CrewAI, and AutoGen

    Python

  3. ml-cloud-deployment ml-cloud-deployment Public

    Spam detection ML pipeline: local Flask API and AWS Lambda + API Gateway deployment

    Python

  4. ml-experiment-tracker-mcp ml-experiment-tracker-mcp Public

    MCP server for tracking ML experiments (metrics, hyperparameters) with SQLite

    Python

  5. agentic-governance-harness agentic-governance-harness Public

    Live, interactive benchmark & measurement harness for agentic AI governance — guardrail trip rate, policy latency, intervention frequency, and cost per resolved task.

    Python

  6. fieldtech-assistant fieldtech-assistant Public

    RAG assistant for field technicians — manuals, wiring diagrams, service history, QR asset context

    Python 1