Denis Magalhães

Skills & Technologies

Diversified and constantly evolving tech stack

About Me

Expert at Solving Complex Problems with Technology

I transform business challenges into scalable solutions that generate real results and measurable impact

Denis Magalhães no MongoDB 2024

MongoDB 2024 - I love technologies that solve real business problems

My passion isn't writing code — it's solving problems. With over a decade turning complex challenges into growth opportunities, I've learned that technology is just the means, not the end. What drives me is seeing businesses thrive, teams grow, and ideas come to life.

How I Solve Problems

My approach starts with questions, not code. I deeply understand the business problem before proposing any technical solution. This mindset allowed me to architect and scale projects from scratch that became pillars of fast-growing companies.

I master multiple technologies — TypeScript, React, Node.js, Express, Python, Golang, Flutter, Firebase, Redis, and queues — but not as a hobby. Each tool in my arsenal was chosen because it solves a specific type of problem better than others. I don't get attached to technologies; I get attached to results.

Today I work as a Founding AI Full-Stack Engineer at CoGrader, connecting product, AI, engineering, and operations to make assessment grading faster, more reliable, and scalable for teachers.

Solution Arsenal

Each integration below solved a specific business problem — from automating processes to scaling operations globally:

Intelligence & Automation

eliminating manual work and amplifying human capabilities

OpenAI
ChatGPT
Dall-E
LLM

Global Monetization

processing millions in secure transactions

Stripe
Cryptomus
NoxPay
Apple Store

Scale Reach

connecting businesses with millions of users

Twilio
WhatsApp
SES
SendGrid

Critical Performance

ensuring speed even under pressure

Redis
RabbitMQ
SQS
SNS
ElasticSearch

Scalable Infrastructure

from MVP to global scale

AWS
GCP
Heroku
S3
Firebase

Total Visibility

anticipating problems before users feel them

New Relic
DataDog
Grafana

Proactive Protection

securing data and reputation

HaveIBeenPwned
Leakcheck
Dehashed

Multiplying Impact

I believe knowledge not shared is knowledge wasted. That's why I transformed the habit of learning into a commitment to teach. Each workshop is a chance to plant seeds of transformation in other careers.

Workshop na Beetech

Frontend & Backend Workshop - Beetech

In-person workshop teaching full-stack development to the tech community at Beetech (https://beetech.global/)

Workshop no SENAI

Git & Version Control Workshop - SENAI

Training on version control and best practices with Git at SENAI

Workshop Mobile no Itaú

Mobile Development Workshop - Itaú

Internal event at Itaú focused on mobile development and networking among developers

Apresentação na FATEC Zona Sul

Flutter + AdonisJS - FATEC Zona Sul

Presentation on Flutter integrated with AdonisJS, market trends, and emerging technologies for students (03/04/2025)

I did this for them today, and I hope they can do the same for others in the future. It's rewarding to share knowledge and see people growing professionally.

My greatest pride isn't the lines of code I wrote — it's the companies that scaled, the teams that led with autonomy, and the impossible problems that became success stories. Projects that started as sketches on whiteboards now serve millions of users globally.

I'm driven by challenges that seem too big, deadlines that seem too tight, and problems no one has solved yet. My mindset is simple: if there's a better way, I'll find it. If there isn't, I'll create it.

If you have a complex problem that needs someone who thinks beyond the obvious, let's talk. I won't promise it'll be easy — but I will promise it'll get solved.

Professional Experience

Building solutions that scale and generate real impact

Present

Founding AI Full-Stack Engineer

CoGrader

Remote

Building CoGrader's AI-powered exam grading platform for K-12 teachers across the full-stack monorepo, working on grading workflows, document processing, LLM orchestration, evals, integrations, queues, and observability.

Key Highlights:

  • Evolving a TypeScript monorepo with React/Vite frontends and Node.js/Express services
  • Implementing AI-assisted grading workflows, PDF, Word, PowerPoint, spreadsheet, and OCR processing
  • Orchestrating LLMs and evals with OpenAI, Gemini, Claude, Groq/OpenRouter, and Braintrust
  • Building education and product integrations: Google Classroom/Drive, EdLink, Canvas, Schoology, Blackboard, Clerk, and Stripe
  • Working with BullMQ/Redis, Firebase, PostHog/Axiom, Docker, Render/Netlify, and GitHub Actions

Tech Stack:

Backend & Infrastructure:

TypeScript
Node.js 24
Express
BullMQ
Redis
Firebase
Docker

Frontend:

React
Vite
Mantine
Lexical
Clerk
PostHog
TypeScript

AI & Integrations:

OpenAI
Gemini
Claude
OpenRouter
Braintrust
Google Classroom
EdLink
Stripe

Infrastructure:

Render
Netlify
Docker
GitHub Actions
Turborepo
Axiom

Featured Projects

Solutions that generated real impact and scaled businesses

Awards & Recognition

Innovation recognized and nationally awarded

Adapta Summit 2025

Adapta Summit 2025

1st Place - $18,000 USD

Winner of the event's top prize with innovative Out-of-Home media solution powered by Artificial Intelligence and Computer Vision

Impacto: Revolutionary solution that transforms urban advertising through cutting-edge technology

Adapta Hackathon 2025

Adapta Hackathon 2025

Awarded - $7,200 USD

Awarded for developing pioneering platform for outdoor media analysis and optimization using AI

Impacto: Rapid prototyping and validation of innovative concept in 48 hours

Adapta Mídia

Revolutionizing Out-of-Home Advertising with Artificial Intelligence

Innovative platform that uses Computer Vision and AI to analyze, optimize, and maximize the impact of outdoor media campaigns in real-time.

Real-time traffic and audience analysis
Intelligent optimization of advertising campaigns
Actionable data-driven insights
Advanced analytics dashboard

Award ceremony moment at Adapta Summit 2025

System Architecture

A look under the hood of the products I've built — select an architecture to explore how each one is wired end to end.

Cloud-native computer-vision platform on Google Cloud

Client applications

An Android app built with Flutter runs YOLO (Ultralytics) for on-device computer vision, while the admin panel is a React web app deployed on Vercel. Both consume the same backend API.

FlutterAndroidReactVercel

Edge & delivery

Cloudflare sits in front of the platform as the edge layer — handling DNS, CDN caching, TLS, and protection — and routes every client request to the backend API.

Cloudflare

Backend on Google Cloud

The API runs on Google Cloud Run (serverless containers, auto-scaling). Firebase handles auth and realtime needs, MongoDB is the primary database, and Redis powers caching and the job queue.

Cloud RunFirebaseMongoDBRedis

AI & storage

Google Vertex AI provides the managed machine-learning layer for advertising analysis, and Google Cloud Storage holds media assets, uploads, and processed outputs.

Vertex AICloud Storage

Talks & Presentations

Sharing knowledge and experiences with the tech community

ChatGPT Integrated with WhatsApp

Technical presentation on integrating ChatGPT with WhatsApp using Facebook's official API and Nest.js

Tópicos Abordados:

ChatGPT + WhatsApp integration architecture
Using Facebook's official API
Backend implementation with Nest.js
Use cases and practical applications
Challenges and solutions found

Tech Stack:

Node.js, Nest.js, OpenAI API, WhatsApp Business API, TypeScript

Let's Build Something Extraordinary Together

Get in touch to discuss your next project or opportunity

I'm always open to new challenges, strategic partnerships, and opportunities to create impact through technology.

Building the future, one line of code at a time

© 2025 Denis Magalhães. All rights reserved.