Carlos Yalta Vargas

I build the data and AI systems — and the businesses that run on them.

I'm a data & AI engineer and business builder with 7+ years delivering enterprise data platforms across the Americas and the Nordics. I design the data systems, AI-assisted tooling, and the e-commerce and international-trade operations that run on them — usually with Python somewhere underneath.

01 — About

Two threads, one builder.

I'm Carlos Yalta Vargas — a data & AI engineer who also works the commercial side of the table. Most people pick one lane; across 7+ years I've worked both — delivering enterprise data for clients in the USA, Canada, Mexico, and the Nordics — and the combination is the point. I can architect the data platform and structure the business that runs on it.

On the technical side I build resilient data pipelines, well-modeled databases, and the analysis and AI tooling that turn them into something useful. On the business side I develop new ventures, design e-commerce operations, and run international-trade flows. Project management is the through-line that keeps both moving in the same direction.

In practice that has meant standing up Databricks AI-model serving endpoints, working shoulder-to-shoulder with founders as a startup's first data hire — building the Gold-ETF price indices and monitoring that the business ran on — and leading master-data operations for enterprise clients across three continents.

02 — Practices

Two practices that compound.

My work splits into two threads. They're stronger together: the data side makes better decisions possible, and the business side gives them somewhere to land.

Data & AI

I turn messy, raw sources into data products you can trust — then layer AI and automation on top to make them faster to use. Pipelines, models, analysis, and the tooling that ties them together.

Roles

Data EngineerData ManagerData AnalystAI & Productivity Researcher

What that looks like

  • ETL & data pipelines
  • Data modeling & warehousing
  • Analysis & reporting
  • AI / LLM tooling

Business & Trade

I build the commercial side that data serves: structuring e-commerce operations and cross-border trade, developing new business, and taking ventures from idea to operating reality.

Roles

Business DeveloperEntrepreneurE-commerce ArchitectureInternational Trading

What that looks like

  • Business development
  • E-commerce architecture
  • Cross-border trade
  • Venture building

The bridge — Project Management

Whether it's a data platform or a trade operation, I scope it, sequence it, and ship it — keeping the engineering and the commercial goals pointed the same way.

03 — Toolbox

The stack underneath.

Seven-plus years across cloud data platforms, ETL, and analytics — the concrete tools I reach for, plus the certifications that back them.

Languages

PythonSQLR

Cloud

AWSAzureGCP

Data platforms

SnowflakeDatabricksInformatica CloudPostgreSQLMySQL

Python & ETL

pandasnumpyscipyDaskpsycopg2BeautifulSoupDjangoFastAPI

Analysis & ops

GrafanaJupyterR MarkdownTime seriesKPI analysisMaster Data ManagementORSOFTAgile / PM

Certifications

  • Databricks Associate Databricks
  • Agile Project Management: Foundations Certificate
  • Python for Everybody Specialization Coursera
  • Elements of AI University of Helsinki

04 — Selected work

Things I've built.

A sample of public work. Several projects are private for now — I'm happy to walk through them directly.

2026 Live store

Tummi

A Peruvian direct-to-consumer e-commerce store bringing products from China to your door — built on WordPress + WooCommerce, with local delivery in Piura and Yape/Plin payments.

WordPressWooCommerceBlocksyE-commerce

More work

Private & in progress

Other projects aren't public yet. Want a closer look at what I'm building?

Ask me

05 — Experience

The track record.

Seven-plus years across consultancies and product teams in Peru and the Nordics — the roles where the two threads were actually built.

  1. Data Consultant

    2023 — 2026

    Baufest Peru · clients in USA, Canada & Mexico

    • Led Master Data Management and workflow automation with ORSOFT and Python.
    • Delivered Databricks support for AI model serving endpoints — scheduled jobs and task orchestration.
    • Designed and optimized data pipelines for mission-critical enterprise applications.
  2. Data Analyst → Back End Developer → Data Manager

    2021 — 2023

    Vinter Sweden

    • Built ETL pipelines (Python, Django) pulling from public APIs across AWS and GCP.
    • Validated time-series indexes and cleaned DB inconsistencies with pandas, numpy & psycopg2.
    • Worked directly with the CEO and CTO — Gold-ETF price indices, web scrapers for commodities & crypto, and Grafana monitoring dashboards.
  3. IT Project Manager

    2017 — 2018

    Telefónica del Perú Peru

    • Managed IT operations and agile delivery across cross-functional technical teams.
  4. KPI Analyst & Business Controller

    2016 — 2017

    Indra Peru

    • Analyzed KPIs and business metrics; managed contracts and negotiated supplier agreements.

06 — Background

Where it comes from.

A business-school foundation behind the commercial thread, an MIT tech program behind the technical one — and the languages that make the cross-border work possible.

Education

  • MSc, Social Science in Entrepreneurship

    Uppsala University · Sweden 2018 – 2019

    Corporate entrepreneurship & strategic business planning.

  • Professional Education — Emerging Technologies

    MIT · Online · Santander Scholarship 2020

    AI, Blockchain, Cloud, Cybersecurity & IoT.

Languages

  • Spanish Native
  • English Advanced
  • French Intermediate
  • Swedish Basic
  • Chinese Basic

Lab

AI & productivity tools — in progress

I'm building a small set of AI and productivity tools. They run as their own FastAPI service at tools.cyv.me — kept separate from this site, so they can ship and update on their own schedule.

tools.cyv.me soon

07 — Contact

Let's build something.

Have a data problem, a venture, or a trade operation that needs structure? I'd like to hear about it.