Sebastian Reategui - CS Student

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S.REATEGUI

Portfolio

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guest@sreategui:~$ Passionate about AI Engineering, Full Stack Development, Systems Optimization and Cloud-Native & Data Infrastructure.

3rdYEAR CS

5+FEATURED PROJECTS

AI & SWFOCUSED ENG.

Download Resume GitHub Let's talk

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About Me

01·README.md

README.md

sebasreateguib

Sebastian Reategui

Computer Science @ UTEC

Lima, PeruOpen to work

Connect on LinkedIn Chat on WhatsApp

Available for opportunities

TypeInternship · Freelance

ModeRemote · Hybrid

FromImmediately

// introduction

Hi there 👋, I'm Sebastian!

I'm a 26 year old Computer Science student based in Lima, Perú. I always enjoy learning new things and giving my best to every project and challenge.

🚀I'm currently learning new languages and technologies like Rust & NestJS.
🎯Focused on clean code, modern infrastructure, and AI.
🧩Fun fact: I was inspired by Blue Lock's pentagon for the hero design!

ACTIVITY

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Projects

03·Featured_Projects

01 / 08

FEATURED_01

YEAR.2026

Intelligent Medical Triage

SYS.2026

SanaFlow

Intelligent Medical Triage Platform. Designed a 100% Serverless, event-driven architecture using AWS (Lambda, SQS, DynamoDB). Engineered an automated data pipeline that processes massive clinical notes in real-time, leveraging Llama 3 via Groq API for extraction and urgency prioritization.

STACK

React.jsServerlessPythonAWSGroqWebSockets

View Code Live Demo

FEATURED_02

YEAR.2026

Fintech Analytics

SYS.2026

FinTrend AI

Cloud-Native Financial Data Pipeline & Analytics developed with a microservices architecture. Designed and built an end-to-end serverless data pipeline using AWS Glue to automate ETL workflows and structured analytical querying.

STACK

AWS GlueAthenaS3FlaskSpring BootExpress.jsReact.jsMongoDBPostgresMySQL

View Code Demo soon

FEATURED_03

YEAR.2026

Restaurant Platform

SYS.2026

Mr Sushi Order Platform

Modern Serverless and Event-Driven architecture backend for a restaurant platform. Built with Serverless Framework utilizing AWS Lambda, API Gateway, DynamoDB, Step Functions (Wait for Callback pattern) and EventBridge.

STACK

ServerlessAWS LambdaDynamoDBStep FunctionsEventBridge

View Code Demo soon

FEATURED_04

YEAR.2025

Healthcare Platform

SYS.2025

MediGO

Full-Stack Telemedicine Platform. Architected a secure REST API with JWT authentication. Developed a responsive SPA using React 19, integrated real-time video via Whereby SDK, Stripe sandbox payments, an AI chatbot powered by Gemini, and real-time WebSocket chat between patients and doctors.

STACK

Spring BootPostgresReact.jsTypeScriptWherebyStripeGeminiWebSockets

View Code Demo soon

FEATURED_05

YEAR.2026

Multimodal RAG Agent

SYS.2026

OpenMultimodal

Multimodal RAG Agent. Engineered an end-to-end AI system using LlamaIndex, LlamaParse, Google Gemini, and Qdrant. It indexes complex PDFs and images to answer queries backed by retrieved multimodal evidence.

STACK

PythonFastAPILlamaIndexGeminiQdrantReact

View Code Demo soon

FEATURED_06

YEAR.2025

Systems / AI Engineering

SYS.2025

FraudNet

Neural Network Fraud Detection System. Built a Multi-Layer Perceptron entirely from scratch in C++ using custom linear algebra tensors. Connected to an enterprise-grade React dashboard via a Node.js Bridge API for real-time transaction monitoring and testing.

STACK

C++Neural NetworksReact.jsNode.jsExpress

View Code Demo soon

FEATURED_07

YEAR.2026

Geospatial Algorithms

SYS.2026

RRadar

Interactive client-server app to explore geospatial Points of Interest across Lima. Compares Linear Search vs a custom R-Tree (range + KNN) for spatial queries, with a Vue.js + Leaflet map that visualizes MBRs and live performance benchmarks.

STACK

C++Vue.jsLeafletViteR-Tree

View Code Demo soon

FEATURED_08

YEAR.2026

Systems / Data Structures

SYS.2026

SparseExcel

Memory-Optimized Spreadsheet Engine. Implemented a memory-efficient backend in C++ leveraging custom Sparse Matrix representations, paired with a frontend featuring dual 2D and 3D data visualization.

STACK

C++JavascriptReact.jsData Structures

View Code Demo soon

Experience

04·Freelance_&_Client_Work

EXP_01 // Frontend Developer

Yeyo Maki · Buena Vista

EXP_01 · Freelance

Aug 2026 · 1 mo

Two scroll-driven sites built with React on Vite and choreographed with GSAP ScrollTrigger — for a premium sushi restaurant and a residential real estate developer in Lima.

CLIENTS

Yeyo Makiyeyo-maki.vercel.app Buena Vista Inmobiliariabuenavistainmobiliaria.com

What I built

Canvas image sequence
GSAP ScrollTrigger
Interactive galleries
Responsive layouts
WhatsApp conversion
Live in production

STACK

ReactTypeScriptViteGSAP ScrollTriggerScrollSmootherLenisFramer MotionHTML5 CanvasCSS3

EXP_02 // Software Engineer

VK STUDIO.HN S.A.C.

EXP_02 · Freelance

Aug 2026 · 1 mo

Full-Stack Quoting & Management System for a Nail Art Studio. Built a web application for a professional nail art studio to replace spreadsheets and manual workflows with a unified platform for quoting, appointment tracking, client management, and team administration.

What I built

Quoting engine
PDF quotes
Kanban appointments
Client directory
Admin dashboard
Roles & RLS

STACK

Next.js 16React 19TypeScriptSupabasePostgreSQLAuth + RLSTailwind CSS

Education

05·Academic_Background

Universidad de Ingeniería y Tecnología - UTEC

Bachelor of Science in Computer Science2024 - 2029

Tim Berners Lee Contest Finalist - CS2031 Platform-Based Development

Cloud Computing Hackathon ParticipantDeveloped SanaFlow, a scalable cloud solution using serverless technologies, during an intensive 24-hour hackathon.

IN_PROGRESS


                                                                                                                        
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Work Philosophy

04·Methodology

++++++++

AI · CO-PILOT

Approach

My approach bridges traditional software engineering with artificial intelligence. Instead of just writing code, I design the system architecture and leverage AI as a co-pilot to accelerate implementation. I act as the lead orchestrator, ensuring quality and scalability from end to end.

Systems Architect
AI Orchestration
Rapid Delivery
Problem-solver

SYSTEMS · DESIGN

Philosophy

Technology is just a medium; the true goal is solving real problems. My philosophy is to deeply understand the architecture and the need before writing code, ensuring every system I design delivers tangible, scalable, and measurable value.

User-Centric
Scalable Impact
Efficient Design

HUMAN · GROWTH

Soft Skills

The skills that allow me to adapt to new challenges and work in a team: Systems thinking, Problem solving, Fast learning, Technical communication, Results orientation, and Adaptability.

Systems Thinking
Problem Solving
Fast Learning
Tech Comms

Stack & Workflow

04·Tech_Stack_&_Tools

Agentic Development Workflow

10x PRODUCTIVITY MULTIPLIER

Prototyping and scaling through parallel agent orchestration, MCP Servers, and custom Skills.

Tools_I_Orchestrate

LangChain

LangGraph

n8n

LlamaIndex

AWS

GCP

Cloudflare

Vercel

PostgreSQL

pgvector

MySQL

SQLite

MongoDB

Supabase

DynamoDB

Qdrant

C++

Python

Java

JavaScript

TypeScript

React

Vue.js

Next.js

AWS

GCP

Cloudflare

Vercel

PostgreSQL

pgvector

MySQL

SQLite

MongoDB

Supabase

DynamoDB

Qdrant

C++

Python

Java

JavaScript

TypeScript

React

Vue.js

Next.js

Node.js

Spring Boot

Flask

FastAPI

Pydantic

Docling

Express

Git

GitHub

Docker

Nginx

Jenkins

Postman

Cursor

Gemini

Claude

Codex

Ollama

Hugging Face

Antigravity

Node.js

Spring Boot

Flask

FastAPI

Pydantic

Docling

Express

Git

GitHub

Docker

Nginx

Jenkins

Postman

Cursor

Gemini

Claude

Codex

Ollama

Hugging Face

Antigravity

Contact

05·Get_In_Touch

Let's build something great.

Currently open for new opportunities, collaborations, and interesting projects. Feel free to reach out!


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Projects, code & a bit of me inside.