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DanteBurbano27/README.md

Daniel Burbano

Data Science · AI Engineering · Data Engineering

I build applied machine learning, data engineering, and AI agent systems with an emphasis on reproducibility, evaluation, automation, and evidence-based engineering.

Selected Projects

Project Focus
DevFlow Engineering Analytics Data engineering pipeline for GitHub analytics with typed contracts, 16 deterministic data-quality rules, reproducible CI, and 155 automated tests.
FieldOps AI Agent Applied AI field-operations PoC integrating MCP tools, Microsoft Copilot Studio, and Telegram with authenticated and idempotent workflows.
Telecom Churn Prediction Reproducible churn modeling pipeline using training-only cross-validation, an untouched final holdout, and risk segmentation.
Asuna ML Agent Public ML systems case study with leakage-aware screening, training-only model selection, and reproducible scoring workflows.
Brújula Vocacional Governed Colombian vocational knowledge base and evaluation specification for bounded RAG and conversational agents.
Interactive Portfolio Next.js portfolio with a context-bounded AI assistant powered through Cloudflare Workers AI.

Core Stack

Data & ML

Python · SQL · pandas · scikit-learn · Machine Learning · Data Quality · ETL/ELT

AI Systems

AI Agents · RAG · Model Context Protocol (MCP) · Microsoft Copilot Studio · Microsoft Foundry

Engineering

Git · GitHub Actions · TypeScript · Node.js · CI/CD

Cloud & Analytics

Microsoft Azure · AWS · Power BI · Microsoft Power Platform

Current Focus

Building stronger applied data, ML, and AI systems with reproducible experimentation, reliable evaluation, and clear engineering boundaries.

Connect

Popular repositories Loading

  1. asuna-ml-agent asuna-ml-agent Public

    Public ML systems architecture case study with leakage-aware screening, training-only model selection and reproducible scoring workflows.

    Python 1

  2. telecom-churn-prediction telecom-churn-prediction Public

    Reproducible telecom churn modeling with training-only cross-validation, untouched holdout evaluation and risk segmentation.

    Python 1

  3. devflow-engineering-analytics devflow-engineering-analytics Public

    Data engineering pipeline for GitHub analytics with typed contracts, 16 deterministic data-quality rules, reproducible CI and BigQuery-ready outputs.

    Python 1

  4. brujula-vocacional-knowledge brujula-vocacional-knowledge Public

    Governed Colombian vocational knowledge base and evaluation specification for bounded RAG and conversational agents.

    HTML 1

  5. fieldops-ai-agent fieldops-ai-agent Public

    Applied AI field-operations PoC integrating MCP tools, Copilot Studio and Telegram with authenticated, idempotent workflows.

    TypeScript 1

  6. DanteBurbano27.github.io DanteBurbano27.github.io Public

    Interactive portfolio for Data, AI and automation projects with a context-bounded AI assistant.

    TypeScript 1