// sergio.monsalve · about

I build software with data, AI, and a bit of mushrooms.

AI Software EngineerSanta Elena, Antioquia 🇨🇴13 years coding · 7 in data

// quién soy

Systems engineer turned translator between data and decisions. I like problems that look impossible at first glance, smoky kitchens, and foggy forests. I work best with a small team, a clear goal, and coffee nearby.

// stack

core · production

PythonFastAPIDjangoPostgreSQLDagster

ai / llms

LangChainOpenAIRAGEmbeddingsVector DBs

data · ml

PandasScikit-learnETLTableauPowerBI

cloud · infra

AWSGCPDockerTerraform

learning · 2026

RustLLM eval / observabilityAgent design

⬇ Download CV View portfolio →

// experience

What I've built.

Four stops that trace the pivot from analyst → engineer → AI. The line looks cleaner in hindsight than it felt at the time.

Nov 2022 → Apr 2025

más reciente

Senior Python Developer

Globant · enterprise clients (US/EU)

▸Designed a RAG pipeline with LangChain + OpenAI that cut internal support response time by ~60%.
▸Migrated batch orchestration to Dagster: 40+ versioned, observable assets with predictable backfills.
▸FastAPI APIs and Go services for low-latency workloads.

PythonLangChainOpenAIDagsterFastAPIGo

Jun 2021 → May 2022

Co-founder & IT Lead

Human Living Data

▸Co-founded a data consultancy; built the tech team and delivery playbook from scratch.
▸Built RPA + Dash/Plotly dashboards that automated operational reports for 3 clients.
▸Learned the hard way that a good contract beats a good model.

PythonScikit-learnDash/PlotlyRPAAWS

Mar 2020 → Jun 2021

IT Lead

Inmotion Group

▸Led the tech team through year one of the pandemic; team of 4.
▸GIS + ML models to optimize routes and service zones.

PythonPandasScikit-learnAWSGIS

Nov 2018 → Mar 2020

Data Analyst

Leonisa

▸My first serious life with data: ETLs, demand models, dashboards for commercial teams.
▸Went from "SQL queries" to thinking in data architecture.

PythonTableauPowerBIETL

2013 → 2018

Before data

Backend dev, freelance, early projects

▸PHP/Python backend, API integrations, lots of learning in production.

// también

// education

2024 → 2026

cursando

MSc Engineering (candidate)

Universidad EAFIT

→ 2013

BS Systems Engineering

Universidad EAFIT

Now /now

May 2026

Thesis on LLM agent evaluation

+ local orchestration experiments

ongoing

Songosorhongo · mushroom cooking

testing recipes with home-grown fungi

recurring

Paragliding in Antioquia

when the wind cooperates

// beyond the code

What the CV doesn't say.

🍄 mushrooms

Songosorhongo

A mushroom-based cooking project. I grow, ferment, and cook. Biology and code are more alike than they look.

songosorhongo.com →

🪂 flying

Paragliding

Flying without an engine means reading the wind, the thermal, and the fear. Better therapy than any daily standup.

📍 territory

Santa Elena

I live in the mountains, 30 minutes from Medellín. Remote work, fog, and wild mushrooms. It's where I write my best code.

Paragliding over the mountains of Antioquia

“The best line of code I ever wrote came to me on a thermal at 2,800m.”

— essay: beyond the code · 2026

Read full essay →

// let's work

Got a problem with data, AI, or backend that smells like production? Let's talk.

Contacto →WhatsApp →GitHub →