Luca Medeiros

Luca Medeiros Email and Phone Number

Machine Learning Engineer @ NAVER Corp
Seoul, KR
Luca Medeiros's Location
Seoul, South Korea, Korea, Republic of
Luca Medeiros's Contact Details

Luca Medeiros work email

Luca Medeiros personal email

n/a
About Luca Medeiros

OSS, MLOps, and multi-modal ML enthusiast.

Luca Medeiros's Current Company Details
NAVER Corp

Naver Corp

View
Machine Learning Engineer
Seoul, KR
Website:
navercorp.com
Employees:
4867
Luca Medeiros Work Experience Details
  • Naver Corp
    Machine Learning Engineer
    Naver Corp
    Seoul, Kr
  • Medility (Pilleye)
    Machine Learning Engineer
    Medility (Pilleye) Aug 2024 - Present
    Seoul, South Korea
  • Nuvilab
    Mlops Engineer - Tech Lead
    Nuvilab Nov 2021 - Jul 2024
    Seoul, South Korea
    - Deployed LLM/LMM models for POC projects on-prem and cloud.- Developed and implemented a multi-node AI model training pipeline to increase the max batch size of the model training process.- Implemented model and dataset versioning systems to ensure traceability and reproducibility of experiments.- Designed and implemented active learning strategies for large-scale data to reduce annotation costs and improve model performance.- Deployed real-time containerized auto-scaling ML services in the cloud to enable elastic and cost-efficient scaling of machine learning applications.- Built a real-time service monitoring system to detect and diagnose issues in production environments and improve system reliability.
  • 누비랩 (Nuvilab)
    Computer Vision Engineer
    누비랩 (Nuvilab) Apr 2020 - Jul 2024
    Seoul, South Korea
    - Implemented state-of-the-art semi-supervised instance segmentation models to improve accuracy and reduce labeling costs.- Designed and implemented multi-modal CLIP models, combining text and image data, to enable real-time zero-shot classification.
  • Lightning Ai
    Lightning Ai Ambassador
    Lightning Ai Oct 2022 - Dec 2023
    [Champion] Contributor to Lightning AI - Pytorch Lightning
  • Lightning Ai
    Beta Tester & Contributor
    Lightning Ai Apr 2022 - Jun 2022
    Part of a selected group of 50 developers to test and contribute to features before public launch.
  • 대웅재단 Daewoong Foundation
    Scholarship & Mentoring - Big Data
    대웅재단 Daewoong Foundation May 2020 - Nov 2020
    - Conducted data analysis program for Distribution Team, resulting in improved visibility and understanding of supply chain data.- Developed time-series machine learning prediction models for product distribution across several warehouses around all Korea, which reduced distribution costs and improved delivery times.- Collaborated with other teams to identify opportunities for utilizing big data and machine learning in business processes.
  • Barun Ict Research Center
    Global Student Reporter & Researcher
    Barun Ict Research Center May 2018 - Jun 2020
    Mapo-Gu, Seoul, Korea
    Published 10+ articles on Yonsei University Research Center's newsletterResearched about:- Privacy and security- Artificial Intelligence- New ICT technologies
  • 대웅재단 Daewoong Foundation
    Scholarship & Mentoring - Ai In Health Care
    대웅재단 Daewoong Foundation May 2019 - Dec 2019
    대한민국 서울 강남구
    Skin cancer image classification model- Presented the skin cancer classification model in a poster presentation at the Smart HealthCare Conference in Seoul, raising awareness about the potential of AI in healthcare and sharing the results of the project with a wider audience.- Deployed an API for the skin cancer classification model via a web application, enabling easy and user-friendly access to the model for healthcare professionals and patients.- Collaborated with senior members of the team to identify opportunities for further applying AI in healthcare and contributed to the development of innovative healthcare solutions.
  • Seoul Energy Corporation
    Data Analyst
    Seoul Energy Corporation Jun 2019 - Aug 2019
    Seoul, Korea
    Transform raw big data about electricity usage of different apartments/districts in Seoul into readable data and perform several statistical analyses/visualizations.
  • Korea International Trade & Translation Center
    Translator
    Korea International Trade & Translation Center Jul 2017 - Feb 2018
    Seoul, South Korea
    - Korean <-> Portuguese- Korean <-> English

Luca Medeiros Education Details

Frequently Asked Questions about Luca Medeiros

What company does Luca Medeiros work for?

Luca Medeiros works for Naver Corp

What is Luca Medeiros's role at the current company?

Luca Medeiros's current role is Machine Learning Engineer.

What is Luca Medeiros's email address?

Luca Medeiros's email address is lu****@****abs.com

What schools did Luca Medeiros attend?

Luca Medeiros attended Sungkyunkwan University, 한컴mds Academy, Sun Moon University.

Who are Luca Medeiros's colleagues?

Luca Medeiros's colleagues are 김세영, Seungyoung Baek, Gyoeun Lim, Minhee Kang, Minjeong Kang, Sungjong Kim, Micheal Kim.

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