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Nicolas KrimanNK
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Nicolas Kriman

@nicolaskriman

AI lead at Alpaca building production AI agents, including a code review agent with an evaluation harness.

Chile
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At Alpaca, I lead AI enablement and built a production code review agent that reads code diffs, surrounding code, and pull request discussions to flag issues by severity. I also built its evaluation harness, which scores agent reviews against past human reviews from the same repository.

I joined Alpaca as its first analytics engineer and rebuilt the invoicing and revenue data infrastructure used to bill B2B partners. I also built a machine-learning data-quality layer that became the subject of my Georgia Tech MS Analytics capstone.

At Cordada, I built the company's first analytics platform on dbt and BigQuery, replacing spreadsheets with canonical data warehouse models and helping business teams use executive dashboards. Earlier, as its first COO, I automated manual operations with Python and RPA, cutting manual hours by 80%.

As an AI technical advisor, I advised MightyBot on evaluating factuality in LLM-generated meeting summaries and guided Corpa's intelligence team through early tests of GPT-3.5 and GPT-4. I also bring experience in data analytics and operations from Banco Bci and Pontificia Universidad Católica de Chile.

Experience

Work history, roles, and key accomplishments

Alpaca logoAL
Current

Lead AI Enablement

Dec 2025 - Present (10 months)

Responsible for AI tooling and agentic platforms across Alpaca.
Built an AI code review agent, now in production. It reads the diff, the surrounding code and the PR discussion, and flags issues by severity before the first human review.
Prototyped dozens of agentic systems.
Led the evaluation and negotiation of Alpaca's AI vendors.
Rolled AI tools, safe integrations and platforms out to non-engin

Alpaca logoAL

Senior Analytics Engineer

Nov 2024 - Dec 2025 (1 year 1 month)

Joined as Alpaca's first and only analytics engineer at the start of the role.
Rebuilt the invoicing and revenue data infrastructure used to bill hundreds of B2B partners.
Built a machine learning data-quality layer for that data. It was the subject of my Georgia Tech MS Analytics capstone.
Started work on Alpaca's first developer AI products in October 2025 and moved into the AI lead role that D

Cordada logoCO

VP of Data

Cordada

Jan 2022 - Nov 2024 (2 years 10 months)

Built Cordada's first analytics platform, on dbt and BigQuery.
Wrote the first canonical data warehouse models, covering Finance, Operations, HR and Risk. It replaced spreadsheets.
Wrote the data contracts and tests, and the governance and documentation standards for the platform.
Built the executive dashboards and got the business teams using the platform.

IC

AI Technical Advisor

Independent Consultant

Sep 2023 - Sep 2024 (1 year)

MightyBot (Aug–Sep 2024): Advised the CTO on evaluating the factuality of LLM-generated meeting summaries and on measuring agent performance.

Corpa (Sep–Oct 2023): Guided the intelligence team through its first tests of GPT-3.5 and GPT-4 to automate response coding.

Cordada logoCO

Chief Operating Officer

Cordada

Mar 2020 - Jan 2022 (1 year 10 months)

First COO of a LatAm private credit firm, joined in its first year.
Automated manual operations with Python and RPA, which cut manual hours 80%.
Scaled operations 10x with no missed SLA. Wrote the SOPs and set up the KPIs and telemetry.

Pontificia Universidad Católica de Chile logoPC

Associate Director Online Learning

Pontificia Universidad Católica de Chile

Jun 2018 - Jan 2020 (1 year 7 months)

Led a 55-person team through a restructuring. Created the QA function and introduced project-management tooling.
Tripled production capacity through outsourcing and raised team productivity 30%.
Kept productivity at 85% during Chile's 2019 social crisis. The team was already set up for remote work.

Banco Bci logoBB

Senior Data Analyst for Payments / Chief of Staff

Banco Bci

Jan 2014 - May 2018 (4 years 4 months)

Defined the KPIs and OKR tracking for a 110-person department.
Built automated ETL from production databases to replace manual Excel reports.
Delivered the bank's first Power BI deployment and trained the teams that used it.
Led a process redesign across Marketing, IT, Risk and Operations that saved more than $2M a year.

Education

Degrees, certifications, and relevant coursework

Georgia Institute of Technology logoGT

Georgia Institute of Technology

Master of Science - MS, Analytics

2023 - 2025

GO

Google

Google Cloud Big Data and Machine Learning Fundamentals

Jul 2022

ED

edX

Stanford Online: Databases Modeling and Theory

Oct 2022

CS

CS50

Harvard University: Introduction to Computer Science

May 2021

Pontificia Universidad Católica de Chile logoPC

Pontificia Universidad Católica de Chile

Master of Business Administration (MBA)

2017 - 2018

Pontificia Universidad Católica de Chile logoPC

Pontificia Universidad Católica de Chile

Ingeniero Comercial, Business Administration and Management, General

2010 - 2013

TM

Taller de músics

Bachelor of Arts - BA, Music Theory and Composition

2006 - 2010

Barcelona, Spain

Tech stack

Software and tools used professionally

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