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cristofima/README.md

Hi there, I'm Cristopher πŸ‘‹

Microsoft MVP AWS Community Builder LinkedIn

πŸš€ About Me

Senior AI Engineer with 7+ years in software engineering, the last 2+ building production AI for Banking, Fintech and Development Finance. Microsoft MVP (AI) and AWS Community Builder focused on secure, reusable enterprise AI platforms: from agent architecture to evaluation, deployment, and observability on .NET/Python backends.

πŸ” Built a reusable .NET MCP server template with Microsoft Entra ID and OAuth 2.0, cutting onboarding from 1 week to a few hours for 6 IDB teams
πŸ€– Shipped a Python agent on Microsoft Foundry giving analysts knowledge self-service with per-user consent
πŸ§ͺ Gated PRs with a record/replay evaluation harness (LLM-as-judge + Foundry Evaluations)
πŸ“ˆ Cut RAG time-to-answer by 85% (10-15 min to 1-2 min) for 200+ banking engineers


πŸ› οΈ Tech Stack

.NET C# Python Azure AWS Docker Kubernetes PostgreSQL TypeScript

AI & Orchestration: Microsoft Foundry (Hosted Agents, Toolbox, Evaluations) Β· Microsoft Agent Framework Β· MCP Β· Azure OpenAI Β· LangGraph Β· Azure AI Search Β· OpenTelemetry

Current focus: MCP server architecture Β· Foundry hosted agents Β· agent evaluation Β· observability


πŸ† Recognition

πŸŽ–οΈ Microsoft MVP (AI) Β· since 2024 | ☁️ AWS Community Builder Β· since 2022
🎀 Technical Speaker · Microsoft Reactor, Global AI Community
✍️ Technical Writer · 35+ published articles

Certifications: Azure AI Engineer (AI-102) β€’ Azure Data Scientist (DP-100) β€’ Azure Developer (AZ-204) β€’ AWS Developer Associate (DVA-C02) β€’ AWS Cloud Practitioner (CLF-C02)


πŸ“« Connect

LinkedIn Email Portfolio Twitter Dev.to


GitHub Streak


πŸ’‘ Open to collaborating on AI agent projects and enterprise architecture

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  1. AI-Banking-Assistant-AgentFramework AI-Banking-Assistant-AgentFramework Public

    An AI-first banking customer-service prototype for the Factored AI & Data Hackathon 2026

    Python 1

  2. AI-Tech-Interview-Preparation AI-Tech-Interview-Preparation Public

    An AI-powered technical interview preparation platform that generates role-specific questions, conducts voice-based interviews, and provides detailed feedback with scoring

    TypeScript 3 2

  3. AWS-AutoML-Lite AWS-AutoML-Lite Public

    A lightweight, cost-effective AutoML platform built on AWS serverless architecture. Upload CSV files, automatically detect problem types, and train machine learning models with just a few clicks.

    Python 2 1

  4. maf-graphrag-series maf-graphrag-series Public

    MAF + GraphRAG Series: Knowledge Graphs, MCP, Agents, Workflows, and Evaluation using Azure AI and Microsoft Agent Framework

    Python 2

  5. TaskAgent-AgenticAI TaskAgent-AgenticAI Public

    An intelligent task management assistant built with .NET, Next.js, Microsoft Agent Framework, AG-UI protocol, and Azure OpenAI, demonstrating Clean Architecture and autonomous AI agent capabilities

    C# 14 1

  6. foundry-agent-webapp foundry-agent-webapp Public

    Forked from microsoft-foundry/foundry-agent-webapp

    GitHub Copilot enabled repo for building and deploying a web application with Entra ID authentication and integrated with Azure AI Foundry Agents.

    TypeScript 1