Python
PyTorch
Transformers
Pandas
SQL
BigQuery
AWS
Docker
Next.js
TypeScript
Vercel
Supabase
Cursor
Claude
OpenAIContent creation
reels & videos
Short-form takes on AI and data — research, tools and ideas explained in under a minute.
👋 Hey, I'm Jorge
solutions
architect
& builder
Co-founder of Uniwords · AI researcher · building at the intersection of cloud and product.
Based in Madrid, SpainResearch → Build → Ship
What I do
Iturnmessy,real-worldresearchintoAIpeopletrust:modelsthatship,systemsthatscales,andastartupthathelpsstudentsfindtheirplaceintheworld.
0+
Years in AI
Research, cloud & startups
AAAI 2023
Generative AI and Discovery of Preferences for Single-Use Plastics Regulations
ReadInterspeech 2025
Beyond Conventional Metrics: using Entropic Triangles to Explain Balancing Methods in Acoustic Scene Classification
ReadwomENcourage 2025
Analyzing Women's Representation and Gender Bias in AI Media Coverage
ReadV Congreso 2025
Análisis de la representación de las mujeres y los sesgos de género en la cobertura mediática de la IA
ReadAVI 2026
An AI Tool for Gender Bias Analysis in News Publications
Read0
Published papers
NLP, gender bias & policy AI
UC3M
Madrid, Spain
M.Sc. Applied AI & AI Graduate Researcher
Georgia Tech
Atlanta, USA
Exchange Student & AI Researcher
AWS
Madrid, Spain
Solutions Architect Intern
0
World-class institutions
UC3M · Georgia Tech · AWS
that's me 👋
About me
a little about myself
I've been fascinated by AI and tech since I was little. My path took me from a Data Science & Engineering degree at UC3M, to an exchange year at Georgia Tech, to research labs and AWS, always chasing problems where AI can genuinely help.
Today I focus on responsible, real-world AI: models that ship, that scale, and that do good. Off the clock you'll find me go-karting (channeling my inner F1 driver 🏎️), gaming, travelling, or dreaming up the next thing to build.
Jorge.
AITechSportsGamingTravelling
Selected work
check out some of my work
A few projects I've helped shape, and the thinking behind them.
LiveStartupProduct
Student mobility, made social
The startup I co-founded to make moving abroad as a student far less overwhelming. Uniwords brings housing, paperwork, jobs and a real community into one place. I have worked on it end to end, from product and brand to growth and development.
BuildingWeb AppAIComputer Vision
Your whole closet, digitized
A web app that turns your wardrobe into data. Georgeous digitizes every piece you own and uses AI to suggest outfits and combinations you would never think of, so getting dressed stops being guesswork. I am building it end to end, from the computer vision pipeline to the interface.
Coming soon
BuildingAI AgentsAutomation
My second brain
A personal knowledge engine I am building to think alongside me. george-e connects Obsidian, Telegram and a set of AI agents, so anything I read, save or capture gets organized, linked and resurfaced at the right moment. It is my ongoing experiment in building a real second brain.
Coming soon
LiveDataWeb App
Karting, by the numbers
What started as weekend karting turned into a full data project. I built a web app that logs my lap times, tracks performance and turns raw sessions into telemetry I can actually learn from. I wrote up the whole story on The Corporate Layer.
BuildingWeb AppFintech
Personal finance, simplified
An app I am building to finally get a clear picture of my money. Zaldo tracks spending, sets budgets and shows in one simple view where everything actually goes, so managing personal finances feels less like a chore and more like a habit.
Coming soon
Experience
the journey so far
From policy AI to enterprise cloud — a handful of roles, and counting.
Mar '26 - Jul '26
Solutions Architect
Multiverse Computing
- Authored comprehensive technical proposals and conducted feasibility studies to drive pre-sales cycles.
- Built and delivered tailored demonstrations to showcase the business value of quantum-inspired algorithms.
Graduate AI Researcher
Universidad Carlos III de Madrid
- Researching gender bias in media and building NLP pipelines and AI models to detect and quantify hate speech.
- Deploying a three-tier interactive application to visualize results for journalists and researchers.
Dec '24 -Present
Jun '25 - Sep '25
Solutions Architect Intern
Amazon Web Services (AWS)
- Designed real-time end-to-end solutions using IoT, Bedrock, Greengrass, SageMaker, and Kinesis.
- Applied the Well-Architected Framework and led customer-facing solution design sessions.
Network & IT Internal Audit Intern
Telefónica
- Led an AI/NLP project to predict audit report risks using ML, embeddings, and Azure OpenAI with human-in-the-loop.
- Built and deployed a production web app (Flask, Docker, Kubernetes) and automated ISAE 3402 compliance monitoring.
Sep '23 - Sep '24
Feb '23 - Dec '23
Machine Learning and AI Researcher
Data Science and Policy Lab, Georgia Tech
- Applied GPT-4 with chain-of-thought prompting on California SB-54, achieving F1 scores over 0.90 with generative AI and social data.
- Co-authored an NSF- and Microsoft-funded paper on AI and climate policy, presented at AAAI 2023.
Co-Founder
Uniwords Linking Students
- Building a community-powered platform for student mobility — housing, paperwork, jobs, and connections abroad.
- Leading product strategy, community growth, brand identity, and end-to-end platform development.
Nov '23 -Present
scroll ↓ to move sideways · hover a card for previews
Education
where it all was built
Three stops, two cities, one obsession with AI.🛫
BOARDING PASS · 01Graduated
MAD✈🇪🇸
B.S. Data Science & Engineering
Universidad Carlos III de Madrid
2020 - 2024Madrid, Spain
- ML, statistics & software engineering
- Foundations for everything I build today
BOARDING PASS · 02Completed
ATL✈🇺🇸
B.S. Computer Science — Exchange Year
Georgia Institute of Technology
2022 - 2023Atlanta, GA, USA
- Full year abroad in the US
- AI research at the Data Science and Policy Lab
BOARDING PASS · 03In progress
MAD✈🇪🇸
M.Sc. Applied Artificial Intelligence
Universidad Carlos III de Madrid
2024 - 2026Madrid, Spain
- Deep learning, NLP & responsible AI
- Thesis on gender bias in media
Toolbox
tech I build with
From research notebooks to shipped products — tools I actually use, grouped by how I work.
ML & Data
Models, NLP & analytics
PythonPyTorchTransformersPandasSQLBigQuery
Cloud & Infra
AWS solutions & deployment
AWSBedrockSageMakerDocker
Product & Ship
From prototype to production
Next.jsTypeScriptVercelSupabase
AI Assistants
How I build faster
CursorClaudeOpenAI
and always learning the next one
Speaking
talks & events
Conferences, panels and events where I've shared my work.
Presenting our AI & journalism research at AVI 2026
Venice, Italy · Jun 2026
Presented our paper at AVI 2026 (Advanced Visual Interfaces) in Venice — bridging artificial intelligence, human–computer interaction and journalism.
Writing
i also write
The Corporate Layer — turning academic work into real-world experience, blending AI, design & storytelling. Don't wait for experience. Create it.
Manifesto
Nov 19, 2025
✦ The Corporate Layer: Building Experience Before You Have It
The founding manifesto of the newsletter: why you shouldn’t wait for experience to be handed to you, and how I build it for myself instead.
Read the post
2025 Wrapped
Dec 30, 2025
🎧 My 2025 Wrapped Wasn’t About Music. It Was About What I Built.
A year in review — conferences, internships, and building The Corporate Layer to stand out as a student.
Read the post
NYE Magician
Jan 2, 2026
🪄 How I Became a Magician on New Year’s Eve
Using generative, multimodal AI to turn family photos into hyper-realistic scenes and amplify creativity at a holiday gathering.
Read the post
Migrated Memories
Jan 7, 2026
📚 Why I “Migrated” My Memories from the Cloud to On-Premises
Reorganising 8 years of photos with AWS architecture ideas and AI-generated album covers — a hybrid cloud-to-physical migration.
Read the post
Go-Karting
Jan 13, 2026
🏎 Why I Treated My Weekend Go-Karting Like a Data Engineering Project
Building a telemetry pipeline to analyse my lap performance — and launching “Garcelán Racing Team” as a branded side project.
Read the post
JORGEGARCELÁN
nice to meet you — for real this time
Madrid days, slow walks
coffee & side projects
my happy place 🏎️
hey, that's me too 👋
where the ideas start
lets build
incredible work
together.
let's talk 👋
© 2026 Jorge Garcelán
JORGE