Juan Jurado

Juan Jurado

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Software Engineer
Medellín, Antioquia, Colombia

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Résumé


Jobs verified_user 15% verified
  • M
    Senior Computer Vision Engineer public Remote experience
    Macondo Vision
    Mar 2024 - Aug 2024 (6 months)
    Optimized AI models for the industrial and logistics sectors, focusing on computer vision and VisionLLMs for analyzing retail images (license plates, vehicle types, colors, shapes, etc.). Developed Python and bash scripts, Restful APIs using FastAPI, and monitored NVIDIA devices such as Jetson Xavier AGX. Enhanced Deepstream pipelines with Python and C++, and created distributed dashboards for hardware monitoring. Improved detection, segmentation, and classification models running on Jetson devices using Python, C++, CUDA, TensorRT, Deepstream 6.0, PyTorch, YOLOv9, and Zabbix.
  • G
    Senior AI Engineer public Remote experience
    Glaip.com
    Nov 2023 - Mar 2024 (5 months)
    Developed custom LLM models to automate a commercial manager's tasks, including market analysis and sales enhancement through multi-agent systems. Focused on increasing sales and optimizing decision-making processes by leveraging advanced AI techniques. Langchain, Multi-agents, Vercel, Vector Databases (Redis), Python, FastAPI, Data Validation (Pydantic), PostgreSQL, Pinecone.
  • Encora Inc.
    Senior Software Engineer
    Encora Inc.
    Oct 2022 - Oct 2023 (1 year 1 month)
    GoDaddy - Data Engineering Team Proficient in managing and optimizing AWS services including Fargate, S3, ECR, EC2, Athena, RDS, MWAA and EMR, ensuring robust and highly available infrastructure. Designed and maintained end-to-end data pipelines, overseeing the complete ETL flow using AWS tools such as Airflow, EMR Cluster, Datalake, and Datawarehouse, ensuring data integrity, availability, and constant updates. Implemented Airflow pipelines for data acquisition from external RESTful services, consolidating external data sources and enriching our data repository. GoDaddy - Data Science Team Developed advanced ML and LLM models that automatically generated domain suggestions based on user searches, significantly enhancing customer experience
  • Globant
    IoT Engineer - Architect
    Globant
    Dec 2019 - Oct 2022 (2 years 11 months)
    At Globant's IoT Studio, we transform the current device ecosystem by introducing novel technological solutions while exploring expansive applications of the Internet of Things. We assist clients in pioneering product ideas, gathering behavioral data, sensor-driven insights, and leveraging this information to cultivate innovative services. Smile Direct Club (SDC) - Technical Leader, Manufacturing Backend Spearheaded the architectural design and development of machine communication solutions utilizing protocols such as MQTT, RabbitMQ, Kafka, and Event-driven systems. Employed a blend of Python, C++, AWS services, and other state-of-the-art technologies to create groundbreaking solutions. Enview - Data Scientist, Deep Learning Specialization
  • Kiwibot
    Self-driving cars engineer
    Kiwibot
    Jan 2019 - Dec 2019 (1 year)
    At Kiwibot, we lead innovation in the delivery industry with autonomous robots specifically designed for food delivery. During my tenure at the company, I contributed to various key areas to enhance and scale our robotic solutions: Sensor Testing: Conducted thorough tests on various sensors, fine-tuning sensor fusion algorithms to accurately detect people, obstacles, and sidewalk edges, ensuring the robot's safe navigation in urban environments. Programming and Development: Actively engaged in software programming using C, C++, and Python within the ROS environment, ensuring efficient and stable communication between the robot's software and hardware components. AI Integration: Implemented and optimized AI algorithms on our main computation
  • Kiwibot
    Electrical and embedded systems engineer verified_user Verified experience
    Kiwibot
    Jan 2018 - Mar 2019 (1 year 3 months)
    At Kiwibot, we are at the forefront of pioneering autonomous delivery solutions. In my role as an Electrical Engineer, I was instrumental in driving several groundbreaking initiatives: Digital & Embedded Systems Expertise: Led the design, simulation, and programming of digital and embedded circuits tailored for mobile robot applications, ensuring optimal performance and reliability for real-world scenarios. Software Development & Integration: Demonstrated proficiency in programming with C, C++, and Python, leveraging the ROS I environment to seamlessly deploy innovative algorithms, enhancing our robots' autonomy and decision-making capabilities. PCB Design Leadership: Took charge of intricate PCB designs using Altium Designer, a testament t
  • A
    Research And Development Engineer
    Advector
    Mar 2017 - Jun 2017 (4 months)
    Advector.co specializes in crafting drones for topography and map generation, staying at the cutting edge of aerial automation. In my pivotal role as an R&D Engineer, I contributed to various transformative projects: Ground Robot Development: Led the design and Python programming for a line-following ground robot, employing a sophisticated closed-loop control technique. This was achieved using advanced computer vision tools, primarily harnessing the capabilities of OpenCV, ensuring precise and reliable robot navigation. Technical Project Analysis: Conducted comprehensive surveys of project requirements and drafted technical specifications. My focus extended to low-level digital systems, encompassing micro-controllers, diverse sensors, actua
Education verified_user 0% verified
  • Udacity
    Nanodegree program - Self-driving car Engineer, Artificial Intelligence
    Udacity
    Jan 2018 - Jan 2019 (1 year 1 month)
  • University of California, Berkeley
    Skydeck Acceleration Program, Entrepeneurship
    University of California, Berkeley
    Jan 2017 - Jan 2018 (1 year 1 month)
  • Pontificia Universidad Javeriana
    B.S. Electrical Engineering and Computer Science
    Pontificia Universidad Javeriana
    Jan 2011 - Mar 2017 (6 years 3 months)