Jhonier Negrete Muñoz

Jhonier Negrete Muñoz  new_releases

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Senior AI Engineer
Medellín, Antioquia, Colombia
Contact Jhonier regarding: 
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Full-time jobs
Starting at USD5K/month

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Résumé

Jobs verified_user 0% verified
  • GBM
    AI ENGINEER public Remote experience
    GBM
    Mar 2024 - Current (2 years 2 months)
    Architected and shipped an platform for deploying and orchestrating complex AI workflows, serving as the core infrastructure for scalable execution of autonomous agents and reducing time-to production for new AI services. Led the development of a generative AI agent that translates natural language requirements into functional Python code, accelerating initial software prototyping and proof-of-concept validation for the product team. Owned the technical decision-making and implementation of Retrieval-Augmented Generation (RAG) systems, selecting and managing Weaviate vector databases and Neo4j knowledge graphs to enhance contextual accuracy and mitigate model hallucination in production. Engineered and deployed production-grade gene
  • Intecol S.A.S
    Engineering Analyst
    Intecol S.A.S
    Nov 2022 - Mar 2024 (1 year 5 months)
    - I fully lead the project, assuming the role of product manager and managing all stages from conceptualization to implementation. - I developed the frontend using React, creating an intuitive and user-friendly interface. - Established efficient two-way communication with the backend via websockets, ensuring a real-time experience. 1. Development of an innovative project to determine 3D volume using a TOF camera for a leading client in the industry: I used Python for precise 3D point manipulation, achieving required volume calculations. I implemented design patterns and good practices, guaranteeing the scalability and maintainability of the project. I maintained a close collaboration with other departments such as mechanical design, aut
  • MEMBO Inventos y soluciones SAS
    Back-end developer
    MEMBO Inventos y soluciones SAS
    Jul 2022 - Oct 2022 (4 months)
    - Contributed to the design and development of complex systems using Python as a Backend Developer in large projects. - I participated in the design of the architecture of an event management application, ensuring its scalability and efficiency. - Implemented machine learning algorithms using libraries like PyTorch and OpenCV, optimizing models to achieve accurate and scalable results. Led an OCR project that processed over 10,000 PDF documents, using Elasticsearch for efficient data storage and easy retrieval. I contributed to the documentation of projects, creating detailed reports and technical presentations to share the results and the recommendations obtained. I implemented good programming practices, performing code refactorings to im
  • U
    Research student
    Universidad EIA - Escuela de Ingeniería de Antioquia
    Aug 2021 - Dec 2021 (5 months)
Education verified_user 0% verified
  • U
    SPECIALIZATION IN ARTIFICIAL INTELLIGENCE
    Universidad EIA - Escuela de Ingeniería deAntioquia
    Feb 2024 - Dec 2024 (11 months)
    Key topics included Machine Learning, Deep Learning, Big Data Intelligence, and LLM - NLP. Developed "TTSFlow" a scalable text-to-speech conversion system using Facebook's MMS-TTS model, integrating FastAPI, AWS Lambda, Streamlit, and Docker for deployment on AWS EC2 with S3 storage.
  • Platzi
    Curso de Introducción a la Nube con Azure
    Platzi
    Mar 2023
  • Platzi
    Curso Profesional de Git y GitHub
    Platzi
    Mar 2023
  • Platzi
    Curso de Azure Cognitive Services
    Platzi
    Mar 2023
  • U
    Engineering, Electronic engineering, robotics and mechatronics
    Universidad EIA - Escuela de Ingeniería de Antioquia
    Jan 2017 - Jul 2022 (5 years 7 months)
Projects (professional or personal) verified_user 0% verified
  • S
    ScrapyTube public Remote experience
    Jan 2023 - Current (3 years 4 months)
    Developed a system for multimedia content analysis and organization using web scraping techniques to extract data from a YouTube playlist. Applied Natural Language Processing (NLP) for content categorization and visualization by channels and keywords. Explored data clustering and topic modeling (BERTopic) to group and label videos based on similarities. Currently integrating LLAMA2 and leveraging Huggingface and Langchain for advanced topic modeling tasks. Additionally, utilized Docker for containerization, ensuring consistent development environments, which enhanced deployment efficiency and scalability.
  • Y
    Yolo projects
    Jun 2022 - Current (3 years 11 months)
  • O
    Ocr projects
    Jun 2022 - Current (3 years 11 months)