Eduardo Escobar Gutiérrez

Eduardo Escobar Gutiérrez  new_releases

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Data Scientist and ML Engineer
Bogota D.C., Colombia

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Flexible work
Starting at USD45/hour
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  • Lean Tech IO
    Senior Machine Learning and AI Engineer
    Lean Tech IO
    Jan 2025 - Current (1 year 4 months)
    - Contribute to the full product lifecycle - ideation, design, development, user testing, and iteration - for internal AI products and features as part of the company’s dedicated AI team. - Support AI voice agent initiatives across various industries, including logistics, healthcare, and financial services. - Design, build, and maintain AI-driven agentic workflows for customer support and task automation. - Use AI tools to automate workflows for extracting and processing information from documents and emails. - Engage with current and potential clients to assess their AI-related needs and identify opportunities for innovation.
  • Snappr
    Senior Machine Learning Engineer
    Snappr
    Oct 2023 - Dec 2024 (1 year 3 months)
    Work on training and implementing advanced models for AI image generation and evaluation, using technologies such as diffusion based models, semantic segmentation, and multimodal models, among others. Through focused research efforts, adapt models to meet specific business requirements via fine-tuning and optimization. Develop pre and post-processing algorithms aimed at enhancing image quality and streamlining pipelines. Deploy models to ensure scalability and frequent utilization. Conduct training and monitoring of ML models for diverse practical applications.
  • Snappr
    Senior Data Scientist public Remote experience
    Snappr
    May 2021 - Oct 2023 (2 years 6 months)
    Support the data related needs of upper management and different areas in the company. Work alongside the engineering and product teams to find insights, use data inputs and build tools that help a better tracking of company KPIs and improving both internal processes and product features. Develop, train, fine-tune, deploy and test machine models for multiple company objectives, including image generation.
  • QuantumBlack
    Senior data scientist
    QuantumBlack
    Feb 2021 - May 2021 (4 months)
  • Boost Technology Inc
    Computer vision and data science consultant public Remote experience
    Boost Technology Inc
    Apr 2019 - Mar 2020 (1 year)
    Responsibilities: Contribute to the development of computer vision pre-processing methodologies and machine learning models to automatically recognize objects and events in sports videos. Develop algorithms to analyze and visualize information about basketball players and matches to objectively evaluate sports performance.
  • Departamento Nacional de Planeación de Colombia
    Lead data scientist
    Departamento Nacional de Planeación de Colombia
    Jan 2019 - Dec 2020 (2 years)
    Responsibilities: Lead and coordinate the activities, projects and initiatives of DNP's data science team, focused on using data mining, analytics and data visualization techniques to support the decision making, planning and monitoring of public policies in the different directions of the DNP and other entities of the Colombian State.
  • Departamento Nacional de Planeación de Colombia
    Data scientist
    Departamento Nacional de Planeación de Colombia
    Jun 2018 - Dec 2018 (7 months)
    Responsibilities: Support the activities associated with data science, including analytics, programming and visual communication of machine learning algorithms, involved with the management of large volumes of data from the Entity. Collaborate with the use of data science in projects, pilots and initiatives of other entities of the Colombian state.
  • Experian Colombia
    Vice Presidency of innovation and knowledge
    Experian Colombia
    Nov 2017 - Jun 2018 (8 months)
    • Satellite images analysis for the identification of tertiary roads - Santander department pilot project • Machine learning model to predict difficulties in the execution of royalty investment projects, based on the project formulation documents Experian Colombia - Vice Presidency of innovation and knowledge November 2017 - June 2018 Data Intelligence Leader Responsibilities: Research of new methodologies to develop analytical models with better statistical performance. Research and development of new analytical products opportunities. Support in the migration to the new production infrastructure of the company, including the definition and development of new tools to develop and implement predictive models.
  • Experian Colombia
    Vice Presidency of innovation and knowledge
    Experian Colombia
    Dec 2016 - Oct 2017 (11 months)
    Analytics professional Responsibilities: Perform data analysis and development of custom models, using statistical and machine learning techniques. Perform data processing, database cleaning, statistical analysis and the application of various modeling techniques. Preparation of reports and visualizations for internal and external clients. Relevant project: Participation in the upgrade of one of the company's most important products, including the migration to Python of its production environment.
  • Universidad Manuela Beltran
    Research vice Presidency
    Universidad Manuela Beltran
    Jan 2016 - Dec 2016 (1 year)
    Teacher and researcher. Responsibilities: To perform academic research in the university's research group on technological applicability. Research areas: Predictive control applied to glucose regulation for diabetic patients and recognition of patterns through machine learning algorithms. Elaboration of research products derived from the research activity. Teaching of the Quantitative Research class to university students.
  • GP Strategies Colombia
    Associate Engineer
    GP Strategies Colombia
    Jan 2015 - Jan 2016 (1 year 1 month)
    Responsibilities: Consulting services, elaboration and edition of training material and procedures for the operation and maintenance for the facilities of the Kuwait Oil Company (KOC), in the electric and instrumentation fields. Joint project in Colombia, USA and Kuwait.
  • Universidad de los Andes
    Graduate research assistant
    Universidad de los Andes
    Jun 2013 - Aug 2014 (1 year 3 months)
    Responsibilities: Study of real-time control strategies for urban drainage systems, particularly techniques based on model predictive control. Report writing and preparation of academic publications with the obtained results.
  • Universidad de los Andes
    Graduate teaching assistant
    Universidad de los Andes
    Jul 2012 - May 2013 (11 months)
    Responsibilities: Dictate laboratories for the subjects Control systems analysis and Basic electronics. Training the academic community in the use of lab software and equipment. Teaching the complementary classes of the subjects Fundamentals of circuits and Control systems analysis, collaborating in the creation of exams for this subject.
  • Aplitecnia S.A.S
    Sales and technical support engineer
    Aplitecnia S.A.S
    Sep 2011 - Jul 2012 (11 months)
    Responsibilities: Providing technical support and commercial advice to customers about the different products and services in the areas of protection, measurement, control, automation and communications offered by the company in the electricity sector. Coordinate logistics for delivering enterprise services, organization of events and sales visits. Writing documents for participating in public tenders.
  • YMCA
    Camp Mason, New Jersey, USA
    YMCA
    Jun 2009 - Aug 2009 (3 months)
    and Camp Counselor and Sports Coach. June 2010 - August 2010
Education verified_user 0% verified
  • Universidad de los Andes
    Master of Electronic Engineering and Computers
    Universidad de los Andes