Expérience

8 ans et 11 mois

Années d'expérience

  1. DAGMA (City of Santiago de Cali)IT/AI Solutions Consultant

    2026

    janv. 2026 – juin 2026 · 5 mois · Cali, Colombia

    • Led the design of the DAGMA-360 architecture to integrate scattered environmental data (air quality, biodiversity, early-warning alerts) into a single territorial monitoring platform.
    • Developed the SIMAP geospatial intelligence module to track vegetation cover and urban biodiversity from satellite imagery.
    • Designed a local AI infrastructure (self-hosted models) to reduce dependency on external APIs and safeguard the municipality's environmental data sovereignty.

    Stack:GCPGISPythonRAG

  2. Cali Secretariat of Security and JusticeSenior Data Scientist

    2024

    oct. 2024 – juin 2026 · 1 an 8 mois · Cali, Colombia

    • Built, together with the Security Observatory team, a Data Warehouse fully hosted on GCP (SILOS project) to consolidate crime, coexistence, and citizen-perception data sources.
    • Designed spatiotemporal risk models to anticipate incident concentration by zone and time band, feeding directly into operational planning.
    • Implemented a press and social media scraper with an NLP pipeline to measure security perception, feeding React dashboards used by decision-makers.

    Stack:GCPPythonNLPReact

  3. Cali Secretariat of GovernmentTechnical Data Advisor

    2024

    juin 2024 – oct. 2024 · 4 mois · Cali, Colombia

    • Technically led the What Works Cities certification process, through which Cali became the fourth city in Colombia to earn it, validating the use of data and evidence in public management.
    • Designed indicators and tracking dashboards for government programs, standardizing how the Secretariat reports progress with verifiable data.

    Stack:Power BISQL

  4. Naska DigitalBIM Specialist / Instructor

    2024

    janv. 2024 – juin 2024 · 5 mois · Cali, Colombia

    • Trained design teams in 3D/4D BIM workflows under European standards, from modeling through discipline coordination.
    • Developed training materials and supported the adoption of Revit and Navisworks on active infrastructure projects.

    Stack:RevitNavisworksBIM

  5. Cali Risk Management SecretariatCivil Engineer / Advisor

    2023

    juin 2023 – déc. 2023 · 6 mois · Cali, Colombia

    • Assessed geotechnical and hydraulic risk conditions in priority settlements, supporting the development of mitigation measures.
    • Supported the update of hazard maps with territorial and GIS data to inform the Secretariat's decision-making.

    Stack:GISAutoCAD

  6. Consorcio Licorera del ValleBIM Coordinator

    2022

    janv. 2022 – déc. 2022 · 11 mois · Valle del Cauca, Colombia

    • Coordinated the project's BIM implementation, integrating architecture, structural, and MEP models for early clash detection.
    • Defined the BIM Execution Plan (BEP) and the consortium's modeling standards.

    Stack:RevitNavisworksBIM

  7. 2023 National & Para-National Games (Eje Cafetero)BIM Coordinator

    2021

    juin 2021 – janv. 2022 · 7 mois · Eje Cafetero, Colombia

    • Coordinated BIM modeling of the sports infrastructure built and upgraded for the National Games, supporting construction planning across multiple venues.
    • Scheduled construction progress within the model (4D) to anticipate bottlenecks against the event's fixed timeline.

    Stack:BIMRevitMS Project

  8. INFIBAGUE (Institute for Financing, Promotion, and Development of Ibagué)Civil Engineer — Public Lighting, Urban Planning & PEP

    2015

    janv. 2015 – juin 2018 · 3 ans 5 mois · Ibagué, Colombia

    • Over nearly 3.5 years, worked on public lighting and urban space projects, from design through construction supervision.
    • Supported project formulation within the municipality's Strategic Project Plan (PEP), aligning technical design with public investment prioritization.
    • Prepared budgets, technical specifications, and schedule tracking for urban infrastructure works.

    Stack:AutoCADGIS

  9. Teatrino ProjectStructural Designer

    2018

    juil. 2018 – déc. 2018 · 5 mois · Ibagué, Colombia

    • Designed the reinforced-concrete structural system for an amphitheater seating approximately 450 people, including the tiered seating and roof structure.
    • Verified the seismic-resistant design in compliance with NSR-10, defining the seismic-force-resisting system and reinforcement detailing for critical elements.
    • Coordinated structural design with architecture to reconcile the tiered seating's curved geometry with the required reinforcement ratios and rebar layouts.

    Stack:AutoCADSAP2000

Expérience antérieure
  • 2014–2014 · 6 moisMegatech LTDA — Junior Civil EngineerSupported design and budgeting for road and urban infrastructure projects.
  • 2014–2014 · 5 moisI.Z S.A.S. — Engineering AssistantTracked technical progress and quantity take-offs for construction projects underway.
  • 2013–2013 · 6 moisIngeniería, Proyectos y Servicios — Civil Engineering InternCompleted a professional internship in design and construction oversight for small-scale building projects.
  • 2012–2013 · 7 moisMegatech Ingenieros — Construction AssistantFirst professional exposure to civil engineering: field support and construction quality control.