Professional Profile

• Lead strategic tech initiatives, driving operational efficiency for clients in the TMT sector.

• Develop and implement cloud-based solutions, enhancing client experience and optimizing digital strategies for our clients.

• Advise clients on advanced analytics and AI technologies, unlocking hidden opportunities and mitigating business risks.

• Manage cross-functional teams, prioritizing client satisfaction and timely delivery of projects.

• Conduct client workshops and presentations, effectively communicating advanced analytics concepts to executive stakeholders.

• Mentor and coach team members, cultivating a high-performance culture and fostering professional growth.

• Designed, developed and deployed scalable technology solution that resulted in significant time and cost savings for our clients.

References: LinkedIn Experience, HuggingFace, PwC Site

• Created an online platform to connect NGOs with government for public safety initiatives. Reference: Media Coverage

• Designed a model to identify cancer risks using micronucleus data. Reference: Academic Paper, Source Code, Open Data

• Participated in the launch of Open Access Button for easy, legal online access to academic papers and resources. Reference: Official Website, Media Coverage

• Developed a system for universities to detect early signs of depression and anxiety in medical students. References: Source Code, Open Data

• Developed a tool for the Mexican government to monitor potential security issues using Twitter data. Reference: Private project.

More information here

• Responsible for planning and executing the data & analytics strategy.

• Led the development of defensive and offensive data & analytics projects & products aligned to the business objectives and ways of working (remote, agile, OKRs).

• Managed a high-achieving team of data professionals (data scientists, data engineers, data analysts, software engineers), both in-house and external consultants.

• Liaised with team leaders to understand their business needs, define metrics & KPIs, and formulate ad-hoc data solutions.

• Collaborated with Tech & Product teams to create data-intensive & data-driven products & services.

Reference: Product Website, Company Website

• Delivered of custom data & analytics solutions for banks, using latest technologies in data mining, statistical modeling, machine learning, and optimization.

• Developed scoring models to determine creditworthiness of borrowers at origination using credit bureau & application data.

• Developed predictive models for customer behavior in data-driven credit risk management.

• Engaged with senior leadership in Credit Risk to tailor solutions to each credit portfolio.

• Honored with Spotlight Award for outstanding performance.

• Completed extensive corporate training in data science consulting, credit risk analysis, fraud detection, and predictive modeling.

References: Solution Website, Company Website

Data Science Manager (2017-2021)

• Led strategic data science projects to align with business goals, ensure reproducibility, consistency, and accuracy.

• Served as chair of the private sector focus group for the OECD Education 2030 project 

• Liaised with potential partners in Latin America, Europe, and China to expand business.

• Led business development for major academic test distributions in Mexico.

• Conducted big data analysis, developed an API for data-sharing, and created Business Intelligence dashboards.

• Developed software packages for psychometric data analysis and managed large-scale data collection.

• Developed Financial Literacy program for basic education and founded the company's Institutional Research Board.

Data Scientist (2015 - 2017)

• Developed software tools for data processing, analysis, and reporting using R, Python and SQL.

• Developed descriptive and predictive models.

• Performed reproducible statistical analysis and reporting of data.

• Collected, processed, analyzed, and reported data (NPS, surveys, text analysis).

Reference: Cooperation with OECD, Media

- Biomedical Sciences

- Credit Risk Management/FinTech

- Education/EdTech

- Public Policy

- Technology, Media and Telecommunications

- Business Analysis

- Business Development

- Business Intelligence

- Consulting (Management, Technology)

- Data Analysis

- Data Engineering

- Data Science

- People Management & Coaching

- Process Improvement

- Programming (Python, SQL, R, Git)

- Project Management (Agile)

- Research and Development

- Technical Recruitment

- Care

- Creativity

- Equity

- Excellence

- Fraternity

- Integrity

- Openness