Sebastian Reategui - CS Student

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S.REATEGUI

Portfolio

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

3rdYEAR CS

5+FEATURED PROJECTS

AI & SWFOCUSED ENG.

Download Resume GitHub Email

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About Me

01·README.md

README.md

sebasreateguib

Sebastian Reategui

CS Student @ UTEC

Lima, PeruOpen to work

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 & Nuxt.
🎯Focused on clean code, modern infrastructure, and AI.
💼Open to internships and freelance projects!
🧩Fun fact: I was inspired by Blue Lock's pentagon for the hero design!

ACTIVITY

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Projects

03·Featured_Projects

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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.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_05

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_06

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_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

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

Internships & Freelance Work

06·AVAILABLE_FOR_HIRE

Open to freelance projects and internships!

Let's build something amazing together. Feel free to reach out!

I'm currently available for freelance work and internships in Full Stack Development: Frontend (Landing Pages, Dashboards, etc.) and Backend development with Microservices or Serverless architectures.

Stack & Workflow

04·Tech_Stack_&_Tools

Agentic Development Workflow

10x PRODUCTIVITY MULTIPLIER

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

C++

Python

Java

JavaScript

TypeScript

React

Vue.js

Next.js

Node.js

Spring Boot

Flask

FastAPI

Express

AWS

GCP

PostgreSQL

MySQL

SQLite

MongoDB

Supabase

DynamoDB

C++

Python

Java

JavaScript

TypeScript

React

Vue.js

Next.js

Node.js

Spring Boot

Flask

FastAPI

Express

AWS

GCP

PostgreSQL

MySQL

SQLite

MongoDB

Supabase

DynamoDB

Git

GitHub

Docker

Postman

Cursor

Gemini

Claude

Codex

Ollama

Hugging Face

Antigravity

Git

GitHub

Docker

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.