Code

Portfolio of tools and research software that connects AI governance, econometric replication, SurveyCTO systems, field dashboards, and research operations.

AESDK

Open source

Economics RAs, applied researchers, and faculty

An open-source toolkit for governing AI-assisted econometrics through methodological checks, validation gates, and reproducible audit trails.

Stack

PythonAI governanceEconometric checks

Code in the Machine

Working paper

Economists, replication teams, and research methods groups

An empirical evaluation testing the limits of large language models in reproducing econometric analyses and identifying where human oversight is essential.

Stack

StataPythonLLM evaluation

Survey / Data Quality Systems

Research tool

Field teams and survey managers

Comprehensive high-frequency monitoring systems, SurveyCTO workflows, data quality dashboards, and attrition tracking for field research operations.

Stack

SurveyCTOPythonDashboards

ARTEMIS

Prototype

Researchers hiring research assistants

AI-assisted recruitment infrastructure designed to screen and match research assistants with quantitative research workflows.

Stack

AI workflowsRecruitment systemsWeb app

Links

ISMS Platform

Research tool

Field teams and research managers

Operational software and tracking infrastructure for survey management, field coordination, and real-time research implementation.

Stack

Field operationsSurvey managementMonitoring

Links

Presentations and research outputs

Jolex, A. (April 2026). Code in the Machine: Can Large Language Models Reproduce Econometric Analyses? World Bank and CEGA Measuring Development Conference 2026, Washington, D.C.