Luis Herney Medina Jimenez

Luis Herney Medina Jimenez

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Data Scientist | Electronics Engineer
Pereira, Risaralda, Colombia
Contact Luis regarding: 
Flexible work
Starting at USD7/hour
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Open to unpaid internships
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Résumé

Jobs verified_user 0% verified
  • g
    Machine Learning Engineer public Remote experience
    globalMVM
    Apr 2024 - Current (2 years 1 month)
    • Developed a real-time vehicle counting system using YOLOv8 and OpenCV, including: Detection and tracking of multiple vehicles, a graphical interface for configuring counting zones, automatic generation of reports and statistics, and a data export system for further analysis. • Implemented a generative AI system using ComfyUI/Flux for the automated creation of marketing and advertising content, optimizing the company's creative workflow. • Designed and implemented an advanced drone system using YOLOv8 and Azure Machine Learning for object detection. This system was able to accurately identify parts requiring maintenance on high-voltage electrical towers, optimizing inspection processes and ensuring safety and efficiency in the maintenanc
  • Fanalca SA
    Data Scientist
    Fanalca SA
    Jun 2023 - Apr 2024 (11 months)
    - Implement NLP models to find and remediate duplicate records in three data sources in different ERPs (SIESA, SAP, SALESFORCE). For this, AWS Find Matches service was used to identify common patterns in the data. - This improved the quality and governance of the company's data. It allowed to have a single record of the data. This reduced the risk of errors and data conflicts. - I created models based on OCR and object detection to extract relevant information from the following documents: CC, RUT, Chamber of Commerce. For this we used the Document AI service in GCP and YOLOV8. This made it possible to automate the customer registration process in the company's databases. - The automation of customer registration reduced the registration
  • V
    Consultor
    Velsis Sistemas E Tecnologia Viaria Colombia SAS.
    Feb 2023 - Apr 2023 (3 months)
    • I created the whole environment to develop an object detection model for the detection of traffic tickets. - I used and configured the Coral Edge TPU board to deploy an object detection model for detecting vehicles in traffic cameras.
  • U
    Young Researcher
    Universidad Tecnológica de Pereira.
    Aug 2021 - Aug 2022 (1 year 1 month)
    A deep learning model based on transformers was developed for drug and protein prediction, in order to make the development of new drugs faster and more efficient. ●Analysis of metrics (AUROC, AUPRC, Loss, etc.), for classification and regression tasks. ●Development of automation tools in Bash and Python to facilitate repetitive tasks. ●Install CUDA (any version), use and parallelize GPUs with Pytorch(Interested in doing the same but with CUDA library in C++).
Education verified_user 0% verified
  • Universidad Tecnológica De Pereira
    Electronic Engineering
    Universidad Tecnológica De Pereira
    Jan 2023
  • Universidad Tecnológica De Pereira
    Desarrollador JR en Unity
    Universidad Tecnológica De Pereira
    Oct 2022 - Jan 2023 (4 months)
  • G
    Data Science.
    Generation Colombia Correlation One.
    Mar 2022 - Jul 2022 (5 months)
  • D
    Data Science.
    Mar 2022 - Jul 2022 (5 months)
Projects (professional or personal) verified_user 0% verified
  • M
    Mememory
    Oct 2022 - Nov 2022 (2 months)
  • Universidad Tecnológica De Pereira
    Seguidor de linea
    Universidad Tecnológica De Pereira
    Feb 2018 - Feb 2020 (2 years 1 month)