$ agent_id: amarchan // naktor.com
ALEJANDRO
MARCHÁN
Senior AI Developer @ Naktor
I build autonomous AI systems that survive contact with production. Currently orchestrating agents at Naktor. My models don't hallucinate. Much.
Projects Live
9systems
Experience
7years
Current Focus
Agents & LLMs
Based in
Madrid, ES
SYS.01
Agent Profile
agent:amarchan
role:Senior AI Dev
org:Naktor
os:macOS / Linux
edu:CS @ UC3M
loc:Madrid, Spain
stack:Python, LLMs, RAG
uptime:7+ years
status:building
I'm an AI engineer who believes the best systems are the ones that actually ship. After years building data pipelines, NLP engines, and speech analytics at scale, I joined Naktor to do what I do best: turn ambitious AI ideas into production systems that handle real data, real users, and real pressure.
Outside of work, I build things nobody asked for — football stat dashboards, train trackers, bathroom analytics from trips to India. Some of them are jokes. All of them work.
SYS.02
Deployment History
Naktor
Senior AI Developer
Mar 2025 — Present
Building production AI systems: autonomous agents, RAG pipelines, LLM-powered tools. From idea to deployed MVP in weeks, not months.
LLMs
Agents
RAG
Production AI
Verisure
Data Engineer
Sep 2024 — Mar 2025
Speech analytics on 300K+ monthly calls. Real-time NLP pipelines, cloud architecture, and ML model productionization.
300K+ calls/mo
Speech NLP
AWS / GCP / Azure
StratioBD
Big Data Engineer
Jun 2021 — Sep 2024
NLP-powered search engine, relevance ranking, Spark at scale. Made enterprise data findable and actually useful.
NLP Search
Spark/Scala
0.1ms latency
Dominion Global
Data Engineer
Jun 2019 — May 2021
ETL pipelines, ML time series forecasting, full-stack dashboards. Where I learned that data engineering is 90% cleaning and 10% looking cool.
ETL
ML Time Series
Full-Stack
SYS.03
Active Systems
collage-maker.amarchan.com
VISITAR ↗
Collage Maker
LIVE
Photo collage engine using K-Means clustering. Turns your photos into grid art that doesn't look like a 2012 Instagram filter.
whatsapp-wrapped.amarchan.com
VISIT ↗
WhatsApp Wrapped
LIVE
NLP analysis on your WhatsApp chats. Discover who texts too much, who sends the most audios, and who's been left on read.
la-liga-player-stats.amarchan.com
VISIT ↗
La Liga Stats
LIVE
Scraped, cleaned, and served fresh. Interactive football stats for people who argue with data instead of opinions.
mi-cercanias.amarchan.com
VISIT ↗
Mi Cercanías
LIVE
Real-time Renfe train tracker. Because waiting on the platform is for people who don't have a terminal open.
porra-mundial-2026.amarchan.com
VISIT ↗
Porra Mundial 2026
LIVE
World Cup 2026 prediction pool. Bet on scores, trash-talk your friends, and watch your bracket crumble in real-time. Magic link auth and zero excuses.
aforo-sputnik.amarchan.com
VISIT ↗
Aforo Sputnik
LIVE
Real-time occupancy tracker for climbing gyms. Scrapes 6 Sputnik locations every 5 minutes so you never show up to a packed wall.
impresora.amarchan.com
VISIT ↗
Impresora 3D
PERSONAL
3D printing business manager. Replaced six Excel sheets with one app. Tracks inventory, sales, commissions, and who still owes money for filament.
github.com/AlejandroMarchan/BarkTracker
VISIT ↗
$ python detect.py --listen
▌▍▎▏▎▍▌▋▊█▊▋▌▍▎▏▎▍▌▋▊█████▊▋▌▍▎
⚠ bark detected confidence: 0.94
▌▍▎▏▎▍▌▋▊▋▌▍▎▏▎▍▌▍▎▏▎▍▌▋▊▋▌▍▎▏
$ model.summary()
CNN layers: 4 | params: 128K | acc: 96.2%
BarkTracker
ARCHIVE
ML-powered bark detection system. My thesis project: teaching a neural network to be as annoyed by barking as my neighbors are.
github.com/AlejandroMarchan/CacaTracker
VISIT ↗
$ python tracker.py --trip india
day 03 ████████░░ 8 events
day 04 ██████████ 12 events
⚠ spice_threshold exceeded
day 05 ███████████████ 15 events
$ stats --summary
avg: 9.4/day | peak: day_05 | correlation: vindaloo
CacaTracker
PERSONAL
Bathroom analytics from a trip to India. Science demands data, even the uncomfortable kind. Most honest dashboard I've ever built.
SYS.04
Loaded Modules
// Core Stack
// Also Runs
// Infrastructure
SYS.05
Output Sink
If you've scrolled this far, all systems have been reviewed. Let's build something that actually works.
{
"github": "github.com/AlejandroMarchan",
"linkedin": "linkedin.com/in/alejandro-marchan-alvarez",
"email": "[email protected]",
"company": "naktor.com"
}
