MARCO GARCÍA

MARCO GARCÍA

About

Detail

ML engineer
Ciudad de México, Mexico
Contact MARCO regarding: 
work
Full-time jobs
Starting at USD4.2k/month
Flexible work
Starting at USD55/hour
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Networking

Timeline

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Résumé

Jobs verified_user 0% verified
  • Aletia
    Co-Founder and ML engineer public Remote experience
    Aletia
    Aug 2020 - Current (6 years 2 months)
    • Led the implementation of a chatbot supported by Large Language Models, which has assisted over 100 students in their learning journey, boosting engagement and outcomes by 95%
    • Developed a transcription and diarization web app using Generative AI models like WhisperX, reducing transcription time by 80% and enhancing user experience
    • Implemented prompt engineering techniques with ChatGPT, Claude, and Midjourney to create presentations, emails, and other content, improving productivity by up to 73%
    • Implemented a Gen AI question-answering tool to help teachers provide support, reducing time by 79% and achieving 95% user satisfaction.
    • Led the adoption of Gen AI tools (ChatGPT, Gemini, Midjourney) across teams, r
  • V
    Co-founder public Remote experience
    Vélez, Coaching Universitario
    Dec 2014 - Jun 2023 (8 years 7 months)
    • Designed a GenAI essay writing chatbot process, defining essay structures and assessment rubrics.
    • Leveraged different technologies to improve business efficiency by 55% on the admissions coaching service.
    • Reduced service time by 25% and decreased tedious tasks by 73% through strategic implementation of automation tools.
    • Led a cross-functional team of 15+ employees, driving innovation and operational efficiency.
  • GE Aerospace
    Lead Engineer
    GE Aerospace
    Jun 2007 - May 2014 (7 years)
    ● Coordinated cross-functional teams (engineering, manufacturing and sourcing and test based in The US) to meet
    deadlines and budgets, presenting feasibility and budget proposals to senior management in the US.
    ● Developed productivity projects, reducing design iteration process by 30% and finite element model creation by
    65%.
    ● Emulated field failure by 90% match, leading to significant design practice revisions and early promotion within the
    program.
Education verified_user 0% verified
  • Coursera
    Supervised Machine learning public Remote experience
    Coursera
    Jul 2024 - Current (2 years 3 months)
  • Google
    Various certifications on Generative AI public Remote experience
    Google
    May 2024 - Jun 2024 (2 months)
  • Aletia
    Postgraduate Diploma
    Aletia
    Jun 2023 - Sep 2023 (4 months)
  • C
    MS, Mechanical Design
    CICATA-IPN
    Sep 2011 - Sep 2014 (3 years 1 month)
  • GE Aviation
    Edison Engineering Development Program
    GE Aviation
    Jul 2009 - Nov 2010 (1 year 5 months)
  • Tecnologico de Monterrey
    Bachelor of Engineering
    Tecnologico de Monterrey
    Sep 2002 - May 2007 (4 years 9 months)
Projects (professional or personal) verified_user 0% verified
  • Aletia
    Waldorf Chatbot Project public Remote experience
    Aletia
    Jan 2024 - May 2024 (5 months)
    • Developed a Retrieval-Augmented Generation (RAG) chatbot using Python, Google Cloud Platform, and Vertex AI.
    • Implemented Gen AI models to process and embed text data from 69 books and 148 articles.
    • Designed the chatbot to answer user queries related to Waldorf pedagogy, providing relevant sources for enhanced trust and reliability.
    • Minimized hallucinations by leveraging a RAG approach for reliable information retrieval.