edilmariano.

AI ENGINEER · FLORIDA, USA

Real problems.
Thoughtful code.
Applied AI.

Hi, I’m Edilma. I build RAG systems, multi-agent workflows, and data pipelines that turn complex information into something useful.

Available for remote roles · Full-time & contract

ENGINEER BY TRAINING.
PROBLEM SOLVER BY NATURE.
Edilma Riano
“I like to code
with intention.”— Edilma
01 / A LITTLE ABOUT ME
MY EVERYDAY TOOLKITPythonC# / .NETAzureOpenAISemantic KernelAutoGenSQL

SELECTED WORK / GITHUB PINNED PROJECTS

Built with purpose.
Open for exploration.

From document intelligence to autonomous agents. Explore the problem, the approach, and the code behind each project.

Document intelligence01 ↗
{ document → answer }

RAG Document Assistant

A document assistant that answers questions from a private collection of government PDFs, built to help a relative navigate conflicting information about a Canadian humanitarian program.

C# / .NET 8 · Semantic Kernel · Azure OpenAI
Explore project →
Multi-agent AI02 ↗
writer + critic + reviewers

AI Blog App

An open-source Python library where a writer, a critic, and specialized reviewers collaborate to generate and refine articles. Published on PyPI.

Python · AutoGen · OpenAI · Ollama
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Multi-agent AI03 ↗
agents.connect()

AI Agent Orchestrator

The original multi-agent framework for writing, critiquing, and reviewing articles. This project connects an engineering approach to practical content marketing needs.

Python · AutoGen · OpenAI
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Data & analytics04 ↗
PDF → 1,089 properties

Structural Risk Index

A pipeline that extracts municipal code violations, normalizes records across South Florida cities, and ranks 1,089 properties in an interactive dashboard. Built at LandingAI Financial Hack NYC 2025.

Python · LandingAI · Jupyter
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Document intelligence05 ↗
receipt.extract()

Receipt Data Extractor

A document processing program using Azure Cognitive Services to extract receipt data for use in accounting, analytics, or other downstream applications.

Python · Azure AI
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Data & analytics06 ↗
distance × duration

NYC Taxi Fare & Tip Analysis

An in-progress analytics and machine learning project exploring fare pricing and tipping behavior in 2017 NYC yellow taxi data as part of the Automatidata program.

Python · Jupyter · Random Forest · XGBoost
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More experiments, more code. View all repositories ↗

THE PERSON BEHIND THE CODE

An engineer’s mindset.
A marketer’s perspective.

I started programming out of impatience. Every small change to a landing page meant calling a developer and waiting. Learning to do it myself turned out to be faster.

I’m an industrial and software engineer with a background in lead generation, PPC, and email automation. I returned to engineering full-time in 2022, bringing a practical understanding of how businesses find and serve their customers.

My projects start with a real business problem: data trapped in documents, content that needs a better workflow, or systems that should be talking to each other.

Google Data Analytics CertificateLandingAI Financial Hack NYC 2025Microsoft .NET Hack TogetherEnglish & Español
Get to know me on LinkedIn ↗

NOTES FROM THE BUILD

A little less hype.
A little more hands-on AI.

Project notes, lessons from building, and ideas at the intersection of AI, automation, and business.

Subscribe for project notes and updates.

LET’S BUILD SOMETHING USEFUL

Looking for an engineer who
understands the business?

Let’s connect on LinkedIn ↗Explore my GitHub ↗