• Successfully established comprehensive data collection frameworks tailored to the specific needs of the Computational Thinking Nodes project. This involved identifying key data types, structuring databases, and setting collection frequencies to ensure accurate tracking of interventions and beneficiaries.• Produced periodic analytical reports that highlighted project progress and impact. These reports were crucial for providing insights into the effectiveness of the educational initiatives, influencing strategic decisions and future planning.• Implemented robust data management protocols ensuring the integrity and security of sensitive educational data across multiple nodes. Regular database updates and backups were performed to safeguard against data loss, maintaining high standards of data protection and confidentiality.• Led training sessions and knowledge transfer initiatives to upskill project team members in data management and analysis techniques. This not only enhanced the project's internal capabilities but also ensured sustained impact through improved data handling skills among stakeholders.

Achievements:• New payment Gateway implemented with more than 180.000 transactions in the last months.• Conversation flows and Chatbot implementation to improve internal services within the entity.• Application of data analysis and improvements in credit and portfolio processes for more than 100,000 users in the last month.

Achievements:• Selection and support of 52 early-stage technology-based startups in the eastern and western regions of Colombia.• Enhanced of the business model based on the analysis and the impact of the financial, commercial, and digital product data of the accompanied ventures.• Strategic connections in different economic and development sectors of the country.

About Digital Transformation• Increase in electronic payments from 3% in 2019 to 48% in Q4 2021.• 16 digitized procedures and high-impact services and their integration with the Portal of the State GOV.CO.• Increase from 4% to 71% of mobile interaction of citizens through the institutional website.• Work at-home tools for 1,800 contractors and officials of the Mayor's Office of Bucaramanga.• Creation of the city's Data Analytics Center with more than 3,000,000 data on security, education, health, environment, among others, with ML, DL, NLP tools, among others.• Management and operation of agreements for training more than 80,000 citizens with education platforms (Coursera, Platzi, MinTIC) and Universities at the local level.• Roadmap for the digital transformation of the Traffic Agency to incorporate online payments and control of parking and tickets. About Smart cities and connectivity• Activation of 80 urban and 11 rural points with free WIFI-6 with XGPON technology• Design of a connectivity route to 120 educational centers with fiber-optic (XGPON) and a radio link.• Implementation of IoT network under the 6LOWPAN standard for 14,500 lights of the Public Lighting network.• Development of the Emergency Medical System (Ambulances) to care for more than 8,000 cases in the city.• Reactivation of 39% to 85% of the security CCTV system (800 cameras) of the city• Management and operation of agreements with TELCO operators to improve coverage and activation of free-WIFI zones and connected educational centers for 10 years.• Design of traffic light transformation route of 172 intersections from copper to fiber (XGPON)• Support in the systematization of the Land Registry with more than 21,000 procedures completed out on more than 200,000 properties in the city.

Achievements: • Design and development of the Portal of the Colombian State GOV.CO with a citizen-centered design approach.• Support in the integration strategy for more than 1,800 procedures and services to 155 national public entities in GOV.CO.• Support in the building of the Information Architecture of the Digital Government Directorate at ICT Ministry in the GOV.CO portal.• Development of user/citizen research in more than 10 cities in Colombia to GOV.CO • Support in the integration strategy of the state's open data portals and public software• Support in the integration of more than 2700 territorial websites (mayors, governments, hospitals, among others) to GOV.CO

Achievements:• Development of digital business discovery concepts with Apps.co methodology to the Colombian notary sector.• Support in the identification of 4 digital solutions in the notarial sector.• Advice on business model methodologies and digital business discovery to 50 students in the Smart Cities program.• Mentoring 25 business projects of students in the smart cities program.

Achievements: • Digital marketing strategy and customer experience analysis through Salesforce, MailChimp, and Intercom.• Website developed and digital communication strategy to the acquisition of new clients and improvement of experience.• Support in technical, administrative, and financial operations of the company.

Achievements: • Management of training programs to more than 700 early-stage startups and more than 200 technology-based companies with the greatest impact in the country.• Support in the supervision of 27 contractors, 7 advisors and 16 operators in 28 cities in the country.• Planning and execution of more than USD $14,000,000 for the operation of the Apps.co initiative from 2016 to 2018.• Design the selection process with more than 10,000 applicants for the phases offered in the Apps.co initiative in public and private calls.• Supervise the development of 10 digital solutions aimed at productive and government sectors in Colombia.

Achievements:• • Design and execution of digital marketing plan to the corporate segment and startups in the development of user experience projects.• Business Developer in 3 projects for the US market that includes the definition of digital experience in web and mobile channels.

Achievements:• Built a Welding Service company to 23 ANR people in Colombia.• Raised $35.000 to the company from international cooperation funds.• Developed incremental innovations for 30 companies aimed at the different economic sectors of Santander, Colombia.• Design and develop digital solutions to investors and tech-based companies, university research, and others in Santander, Colombia

Achievements:• App to learn numbers from 0 to 9 for children between 2 and 5 years old.• More than 200,000 users in Colombia, Chile, Mexico, US, Germany, Spain and England.• More than 3,000,000 Sessions completely.