$ 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
6systems
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
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
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 Stats
LIVE
Scraped, cleaned, and served fresh. Interactive football stats for people who argue with data instead of opinions.
Mi Cercanías
LIVE
Real-time Renfe train tracker. Because waiting on the platform is for people who don't have a terminal open.
BarkTracker
ARCHIVE
ML-powered bark detection system. My thesis project: teaching a neural network to be as annoyed by barking as my neighbors are.
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"
}
