Ana Laura Chavez

Ana Laura Chávez Velarde Data Analysis and AI Alignment Specialist PROFESSIONAL PROFILE Professional with over 15 years of experience leading data analysis and strategic development projects. I have coordinated large-scale initiatives in both public and private sectors, including financial evaluation and regulatory compliance. I possess skills in negotiation, generating strategic alliances, and developing sustainable growth plans. Expert in data analysis through advanced statistics and the creation of interactive dashboards using tools like Power BI and Looker for strategic decision-making. Since September of last year, I have worked as an Artificial Intelligence aligner and trainer, applying advanced techniques such as Reinforcement Learning from Human Feedback (RLHF), Reinforcement Learning from AI Feedback (RLAIF), and Chain of Thought (CoT), as well as forward alignment. Advanced proficiency in analytical tools (Power BI, Excel), agile methodologies, and C1 English level. HIGHLIGHTED ACHIEVEMENTS • • • • • • Developed the Mobility Law for the State of Jalisco, articulating key regulations for urban and vehicular infrastructure development. Reduced road accidents by 40% by leading the “Saving Lives” program, with emphasis on regulations, technology acquisition, and inter-institutional coordination. Managed public investments applying technical and financial viability criteria, meeting high social impact objectives. For this, I developed advanced statistical models to predict impact and return on investment. Led negotiations for governmental software implementation, optimizing strategic processes in human resources. Created real-time dashboards to monitor efficiency and progress. RELEVANT EXPERIENCE Artificial Intelligence Aligner and Trainer | (Company/Organization if applicable) | September (Last Year) – Present • • • • • • Highlighted experience in the alignment and training of artificial intelligence models, ensuring their coherence with human objectives and values. Application of the Reinforcement Learning from Human Feedback (RLHF) technique to improve the quality and safety of model responses. Implementation of Reinforcement Learning from AI Feedback (RLAIF) to autonomously optimize model performance. Use of Chain of Thought (CoT) to guide models in complex reasoning and improve the transparency of their decisions. Implementation of Forward Alignment strategies to anticipate and mitigate possible biases or undesirable behaviors in AI systems. Collaboration in the development and refinement of AI algorithms, contributing to the robustness and ethics of the systems, with emphasis on implementation and data analysis using Python. Consultant in Public Policies and Strategic Data Analysis | Politics & Consulting Government | 2022 – Present • • • • • Development of strategic plans based on data analysis. Evaluation of projects with a focus on return on investment and financial sustainability, using advanced statistical analysis for scenario modeling and risk identification. Negotiation with key stakeholders: investors, officials, and suppliers. Design and implementation of customized dashboards in Power BI and Looker for the visualization of Key Performance Indicators (KPIs) and the presentation of results to stakeholders. Use of SPSS, Excel, and Python for the manipulation, analysis, and visualization of large datasets. Director of Road Safety and Regulatory Development | Government of the State of Jalisco | 2013 – 2015 • • • • Coordination of road infrastructure projects. Supervision of environmental and municipal regulatory compliance. Design of internationally awarded public policy. In-depth data analysis of road accident rates using advanced statistical techniques to identify patterns and root causes, informing the design of effective public policies. Project Manager for Institutional Expansion | ISI-Group | 2020 • • • Planning and execution of technological expansion projects in education. Team coordination under Scrum and Lean methodologies. Creation of reports and dashboards in Looker for project progress tracking and datadriven decision-making. EDUCATION AND CERTIFICATIONS • • • • • • • PhD. Social Science Master's in Public Management | Universidad de Guadalajara Bachelor's in Political Science | Universidad de Guadalajara Certifications: Scrum, Agile, Lean, Kanban (IBM), Power BI, Advanced Excel Looker Certification Python Certification Languages: English C1 KEY SKILLS • • • • • • Advanced Data Analysis | Statistical Modeling | Dashboard Creation | SPSS | Excel | Python Investment Evaluation and Financial Analysis Negotiation Regulatory Compliance and Permits Project Management | Power BI | Looker | CRM AI Alignment | Reinforcement Learning from Human Feedback (RLHF) | Reinforcement Learning from AI Feedback (RLAIF) | Chain of Thought (CoT) | Forward Alignment