Camilo Duque Ruiz

Camilo Duque Ruiz  new_releases

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Senior Data & Automation Analyst
Chía, Cundinamarca, Colombia
Contact Camilo regarding: 
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Full-time jobs
Starting at USD3k/month
Flexible work
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Résumé

Jobs verified_user 45% verified
  • NextMinder
    Product and Agent Specialist verified_user Verified experience public Remote experience
    NextMinder
    May 2025 - Dec 2025 (8 months)
    Lead developer and product manager for advanced AI-driven market research features, focusing on synthetic data and heuristic optimization. 🔰 Project 1 – Core Model Optimization ◾ Spearheaded strategic R&D initiatives to optimize the main neural network model, increasing core inference metrics by 2x. ◾ Implemented a 3-phase hyperparameter optimization pipeline, featuring automated logging, core metrics visualization (F1 Scoring, Precision, Recall, Accuracy, Loss), and algorithmic detection to save optimal parameters. 🔰 Project 2 - Synthetic Crowds Dashboard ◾ Led the full lifecycle of a new product feature, from backend logic development to frontend integration, enabling advanced simulation capabilities for data analysis reports. ◾ Engi
  • Iota Impact Company
    NextMinder
    Senior Data and Automation Analyst verified_user Verified experience public Remote experience
    Iota Impact Company, NextMinder
    Sep 2021 - May 2025 (3 years 9 months)
    Advanced from Data Analyst Associate to senior technical and product leadership roles, delivering AI-driven market research platforms, automation systems, and machine learning solutions. Led end-to-end development of data pipelines, multi-agent architectures, RAG systems, and synthetic data products, with a strong focus on scalability, performance optimization, and commercialization. 🔰 Key Achievements ◽Built and launched AI-powered market research products including digital maturity diagnostics, AI survey cleaning tools, synthetic panelists, and synthetic crowds dashboards, owning backend logic, data pipelines, and product delivery. ◽Delivered extreme efficiency gains across analytics and ETL workflows, reducing processing times by 20x
  • Colombian Shared Services SAS
    Senior Information Technology Infrastructure Analyst
    Colombian Shared Services SAS
    Sep 2020 - Feb 2021 (6 months)
    ◾ Consolidated tenure overseeing IT infrastructure, server administration, and digital transformation initiatives across group companies. ◾ Led the implementation of automated backup solutions (Dell Avamar) and managed Level 2/3 technical support, ensuring high SLA compliance. ◾ Managed budgets, IT asset inventories, and cross-functional technical teams for mining operations. Additionally, contributed to the definition of data structures for the main relational databases during the Oracle JD Edwards ERP implementation, which enhanced data integrity and accessibility across projects. This experience also involved applying project management skills to ensure that all initiatives were aligned with key performance indicators (KPIs), driving
  • E
    Jefe de Mejora y Aseguramiento Estratégico
    Esmeraldas Mining Services S.A
    Mar 2016 - Sep 2020 (4 years 7 months)
    ◾ Architect and data analyst for business processes, dataset development, and strategic control Dashboard for Balance Scorecard. ◾ Interventor in application customization, member of the implementation team, and usability optimization in JD Edwards Oracle interfaces. ◾ ERP JD Edwards Oracle functional technician, level 2 support. ◾ Advisor and collaborator in IT projects for the modernization of operational processes. ◾ Webmaster of corporate websites for two group companies.
  • Minería Texas Colombia
    Coordinador IT
    Minería Texas Colombia
    Nov 2010 - Nov 2015 (5 years 1 month)
    ◾ Architect and data analyst for business processes, dataset development, and strategic control Dashboard for Balance Scorecard. ◾ Managed Level 2/3 technical support, ensuring high SLA compliance. ◾ Consolidated tenure overseeing IT infrastructure, server administration, and digital transformation initiatives across group companies. ◾ Managed budgets, IT asset inventories, and cross-functional technical teams for mining operations. ◾ Webmaster of corporate websites for two group companies.
  • Fundacion Correlibre
    Técnico IT
    Fundacion Correlibre
    Apr 2010 - Nov 2010 (8 months)
    - In this role, I was in charge of the basic IT Support and Operational Tech Support for tablet devices and the continuous update of Survey Applications based on XML for different business studies with different types of populations.
  • Minería Texas Colombia
    Auxiliar IT
    Minería Texas Colombia
    Jan 2010 - Apr 2010 (4 months)
    This was my first experience in the IT field, I was part of the IT Team on both sides of the operation city and mining field, each one of these sides teaches me about the main process and challenges where I manage with success in my last month as a practitioner the entire services of the help desk & IT support of the IT department.
  • B
    BI Reporting verified_user Verified experience
  • NextMinder
    PRODUCT AND AGENT SPECIALIST verified_user Verified experience
    NextMinder
Education verified_user 0% verified
  • Duke University
    Managing Machine Learning Projects public Remote experience
    Duke University
    Jun 2025 - Aug 2025 (3 months)
  • Duke University
    Machine Learning Foundations for Product Managers
    Duke University
    Aug 2024 - Oct 2024 (3 months)
  • Platzi
    Escuela de Data Science - Platzi
    Platzi
    Nov 2019 - Current (6 years 8 months)
  • Universidad el Bosque
    Diplomado Online, Business Intelligence and Data Mining
    Universidad el Bosque
    2019
  • International Scrum Institute
    Diplomado Scrum Fundamentals
    International Scrum Institute
    Oct 2017
  • Netec
    Diplomado en dirección dirección de proyectos PMP PMBOK v5
    Netec
    Mar 2017 - Oct 2017 (8 months)
Projects (professional or personal) verified_user 0% verified
  • NextMinder
    SmartProspecting
    NextMinder
    Mar 2025 - Aug 2025 (6 months)
    Product focused on generating a deep profile of potential sales prospects and conversational triggers for the sales team based on the psychographic profile of the prospect. During this experience, I was in charge of the main orchestration process that involved integrating 14 agents, optimizing the pipeline of executions, saving and retrieving data. In the same way, I integrate an RAG layer that uses public information about the services and products of the prospects to research, offering more contextual information for the profiling and conversational triggers for the sales team. This product was based on the next tech-stack: LangChain, LangGraph, OpenAI API, Apify API (for scraping), PostgreSQL databases, and Python.