Brian Cerron Ramos

Brian Cerron Ramos  new_releases

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AI Backend Engineer
Lima, Callao Region, Peru
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Starting at USD2.5k/month
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Résumé

Jobs verified_user 0% verified
  • P
    AI Backend Engineer
    Private
    Sep 2023 - Current (3 years 2 months)
    • Own FastAPI services, endpoint design, and schema/migrations in PostgreSQL for AI product features.
    • Implement webhooks and event-driven job flows; optimize data pipelines for scalable, idempotent processing.
    • Integrate third-party voice/text agents and internal tooling (skills/harnesses) to accelerate backend delivery.
    • Contribute light frontend work where it unblocks API consumers and internal demos.

  • Scopic Software
    ML Developer
    Scopic Software
    Jul 2023 - Oct 2023 (4 months)
    3D segmentation models were implemented based on point and graph approaches using ShapeNet dataset.
    Proof of concept in 3D segmentation using medical dataset
  • IRIS COMPANY
    AI Developer public Remote experience
    IRIS COMPANY
    Oct 2022 - Oct 2024 (2 years 1 month)
    QA retrieval agent for engineering topics using LangChain and LLMs
    Text & Symbols extraction from P&ID documents using Tesseract and Detection Models
    Development of pose estimation demo for sports applications using MediaPipe, OpenCV and Tracking Algorithms
    Build detection (YOLO) and tracking(DeepSort) models in agriculture for yield estimation & ripeness stages

  • Rímac Seguros
    Data Scientist Computer Vision
    Rímac Seguros
    Jul 2021 - Oct 2022 (1 year 4 months)
    Development of approval models in Virtual Vehicle Inspections using Vertex AI, Pytorch y Tensorflow Lite
    OCR implementation using Document AI from GCP for reimbursement medical documents
    Improvement of User Experience & Acceptance KPIs with the OCR integration
  • I
    Deep Learrning Engineer
    ITO
    Oct 2020 - Jun 2021 (9 months)
    - Research on Deep Learning for 3D Point Clouds, topics on
    classification and semantic segmentation.
    - Implementation of Deep Learning architectures (PointNet, PointNet
    ++, RandLaNet) for industrial applications.
    - Implementation of preprocessing techniques on 3D AutoCAD
    models.
  • P
    Robotics Software Intern
    Pumii
    Jul 2020 - May 2021 (11 months)
    - Implementation of perception system using Intel depth camera.
    - Implementation of localization algorithm and sensor fusion from cameras, lidar and imu.
    - Implementation of qr tag recognition using Deep Learning.
    - Finalist of European Rover Challenge 2020, main task was to traverse an artificial mars terrain with a rover robot.
  • Omdena
    Volunteer, Machine Learning Engineer
    Omdena
    Oct 2019 - Dec 2019 (3 months)
    - Challenge Project: Deep Learning to Detect Wildfires
    - Main goal: Develop a machine learning algorithm to detect forest fires by detecting smoke in landscape images takem from cameras on communication towers.
    - Collaborated with AI experts and data scientists from many different countries to solve the problem for Social Good using AI.
  • I
    AI Research Assistant
    Intelligent Systems Lab
    Mar 2019 - May 2020 (1 year 3 months)
    - Acquisition and preprocessing data for deep neural networks
    - Selection and implementation of Deep learning architecture.
    - Training and validation of selected deep learning models.
    - Drafting of the accepted paper and poster for 2 workshops of the ICLR 2020 conference.
  • Pluspetrol
    Practicante de mantenimiento
    Pluspetrol
    Oct 2018 - Feb 2019 (5 months)
    - Responsable de recopilar y analizar datos para calcular KPIs en proyecto de Big Data.
    - Identificación de modos de falla en paradas de máquinas basadas en ISO-14224.
    - Presentar soluciones preventivas para evitar pérdidas de producción.
  • University of Alberta
    Research Assistant UARE internship
    University of Alberta
    Jan 2018 - Mar 2018 (3 months)
    - Collaborated with a team of 4 to build a brace for people with idiopathic scoliosis in order to straighten the column and give them better life conditions.
    - Responsible for calibration, testing and reading of load sensors in order to calculate pressure on the body.
Education verified_user 0% verified
  • D
    Deep Learning Specialization
    Deeplearning.ai
    Jul 2020 - Aug 2020 (2 months)
  • Cognitive Class
    Plataforma para el aprendizaje de la ciencia de datos y la práctica de lenguajes como Python, R, entre otros.
    Cognitive Class
    Jan 2020 - Jan 2021 (1 year 1 month)
  • National University of Engineering
    Mechatronics Enginnering
    National University of Engineering
    Feb 2014 - Jul 2019 (5 years 6 months)
Projects (professional or personal) verified_user 0% verified
  • N
    Detection of Housing And Agriculture Areas On Dry-riverbeds using sattelite imagery
    National Unversity of Engineering
    Mar 2019 - May 2020 (1 year 3 months)
    - Research work has been accepted on 2 different workshops in ICLR 2020
    - Research project for detection of inhabited areas over dry-riverbeds
    using satellite imagery in order to improve urban planning. Project has
    been funded by VRI-UNI
Awards verified_user 0% verified
  • U
    University of Alberta Research Experience 2018
    Jan 2018 - Mar 2018 (3 months)