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Diogo Travassos

Data leader across analytics and data science

Data work, made inspectable.

I scaled and led an 8-person analytics and data science team in Brazil.

I owned a data platform end to end, from the warehouse and dbt models to the BI layer.

Career history on LinkedIn

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How many accounts a trial needs

as users inside one account behave more alike

Hypothetical planning assumptions from the Enterprise AI adoption study: activation from 30% to 35%, 20 users per account.

Studies

Each study leads with its question and its answer. Open one for the method, the evidence and the limits behind it.

Planning, on hypothetical assumptions: test activation first, sized for its own rollout rule

Judgment and planning

Enterprise AI adoption

How should successful tasks connect to a retention hypothesis?

Test activation first. A trial sized for its rollout rule needs about 360 accounts.

Hypothetical planning assumptions; no measured business improvement.

HTML, Python, experiment planning

Open Enterprise AI adoption

33of 40

correct SQL answers with full documentation; 27 from the bare schema, 31 with allowed values

Draft resultSynthetic data

Agent-ready data marts

How much does documenting data marts help an AI model answer questions in SQL?

Documentation raised correct SQL answers from 27 to 33 of 40. Listing the allowed values alone reached 31.

One model run on 40 related, purposively written questions over synthetic data, so the intervals describe this question set and support no general claim about documentation.

Python, SQL, DuckDB, LLM evaluation

Open Agent-ready data marts

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To get in touch, write to hello@diogotravassos.dev or visit Diogo on LinkedIn.