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Sebastian Davalos

Computer Engineering Student at Florida State UniversityB.S. in Computer Engineering Expected Spring 2029

Software Engineering / AI & ML / Cloud Systems / Computer Vision

Chapter 01:Featured Work

StudyStack AI project screenshot
Panel 01Study Tool

Full-stack AI study tool

StudyStack AI

Full-stack AI study platform for PDF-grounded chat, flashcards, quizzes, and persistent study threads.

Hybrid PDF retrieval, source-grounded responses, and private study history.

Next.jsTypeScriptSupabaseOpenAI
Open project links
SmartGallery team application showing the demo dashboard

Team application shown · My contribution: Python CLI

Panel 02Cloud Build

AWS image analysis

SmartGallery

Python CLI that analyzes S3-hosted images with AWS Rekognition and returns labels and confidence data.

Configurable inputs and raw JSON exports for testing and response inspection.

PythonAWS RekognitionAmazon S3Git/GitHub
Open project links
The Actuary project screenshot
Panel 03AI / Data

Machine learning analysis

The Actuary

Insurance-risk ML analysis combining classification, clustering, and anomaly detection.

98.5% Random Forest accuracy; roughly 5% of records flagged for review.

PythonScikit-learnPandas
Open project links

Chapter 02:Experience

View more experience

Florida State University, Department of Physics

Undergraduate Researcher — Dr. Zhengguang Lu Lab / UROP

Fall 2026 – Present

Prepare graphene-flake datasets and train RF-DETR object detection in Roboflow for van der Waals quantum-material assembly. Validation: 86.8% mAP@50.

  • Computer Vision
  • Object Detection
  • RF-DETR
  • Roboflow

AWS Cloud Club at ACM at FSU

Project Chair

May 2026 – Present

Conceived and co-lead Matchob, an AI-assisted resume-tailoring browser extension with 15+ contributors across frontend, backend/AWS, AI, data, and QA/testing.

  • WXT
  • React
  • TypeScript
  • AWS
  • Amazon Bedrock

CompNeuroSociety at Florida State University

Co-President

Apr. 2026 – Present

Workshop Coordinator → Co-PresidentPrevious role: Feb. 2026 – May 2026

Co-lead a roughly 40-member computational neuroscience organization, coordinating board operations, GBMs, funding, and programming. The organization was awarded a $13,000 ORCA grant.

Chapter 03:Toolkit

Languages

  • Python
  • C/C++
  • Java
  • SQL
  • TypeScript

Frameworks / Libraries

  • React
  • Next.js
  • Scikit-learn
  • Pandas
  • NumPy

Cloud / Tools

  • AWS
  • AWS Lambda
  • Amazon Bedrock
  • Amazon S3
  • API Gateway
  • Supabase
  • Git
  • GitHub
  • Linux
  • Roboflow

Engineering Concepts

  • Machine Learning
  • Computer Vision
  • Object Detection
  • Data Structures & Algorithms
  • RESTful APIs

Chapter 04:Awards

Achievement unlocked

NextEra Energy Hackathon — 3rd Place

Conceptualized and pitched NextBud with a team during the FSU Innovation Hub NextEra Energy Hackathon, placing 3rd overall.

Sebastian Davalos and teammates presenting NextBud at the NextEra Energy Hackathon
Presentation
NextBud planning notes from the NextEra Energy Hackathon
Planning / Whiteboard

Chapter 05:About Me!

Hello! I’m a Computer Engineering student at FSU focused on software engineering, AI/ML, cloud systems, and computer vision.

Outside of class, I enjoy experimenting with local AI tools, drawing panels from One Piece and JJK, gaming, and spending time with my dog, Chewie.

Local AIDrawingGamingChewie
Sebastian Davalos with his best friends

Friends

Chewie relaxing at home

Chewie

A detailed pencil drawing by Sebastian Davalos

Art

Chapter 06:Contact

Reach out through email, LinkedIn, or GitHub.