Miguel Won
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Miguel Won Email & Phone Number

NLP Data Scientist @ Axians Portugal | ML Team Leader at Axians Portugal
Location: Lisboa, Lisbon, Portugal 6 work roles 4 schools
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Role
NLP Data Scientist @ Axians Portugal | ML Team Leader
Location
Lisboa, Lisbon, Portugal
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Who is Miguel Won? Overview

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Miguel Won is listed as NLP Data Scientist @ Axians Portugal | ML Team Leader at Axians Portugal, a company with 591 employees, based in Lisboa, Lisbon, Portugal. AeroLeads shows a matched LinkedIn profile for Miguel Won.

Miguel Won previously worked as NLP Data Scientist at Axians Portugal and FCT Postdoctoral Fellow at Inesc-Id. Miguel Won holds Doctor Of Philosophy (Phd), Elementary Particle Physics from Universidade De Coimbra.

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Email format at Axians Portugal

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Axians Portugal

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Profile bio

About Miguel Won

I am an NLP Data Scientist and Team Leader at Axians Portugal, a leading provider of ICT solutions and services. With over 8 years of experience in text and data curation, I design and optimize machine learning solutions to support customer support pipelines, using state-of-the-art NLP techniques and tools such as semantic search, text classification, transformers, OpenAI API.My passion for NLP stems from my academic background, first in the field of Particle Physics, and later in Computer Social Sciences, where I developed and supervised manual annotation processes of text corpora, built web archives, extracted and collected data using Twitter API, and implemented several NLP tools for keyphrase extraction, text classification, and named entity recognition. I have published multiple peer-reviewed papers in international journals and conferences, and attended prestigious machine learning schools and programs. I also have experience in web development, creating my own web applications using Django and MongoDB.More recently, I follow closely the new developments in NLP, especially Large Language Models and their applications in diverse domains such as chatbots, semantic search, summarization, and reasoning. I am also an electronics hobbyist, proficient in prototyping systems such as Arduino and Raspberry Pi, and PCB design. As a team leader, I strive to create a collaborative and innovative environment, where we can leverage our diverse skills and experiences to solve complex challenges and make a positive impact in the industry.

Current workplace

Miguel Won's current company

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Axians Portugal
Axians Portugal
NLP Data Scientist @ Axians Portugal | ML Team Leader
lisbon, lisbon, portugal
Website
Employees
591
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6 roles · 18 years

Miguel Won work experience

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Nlp Data Scientist

Current

Lisbon, Portugal

  • Team leader of ML team.
  • Designing ML solutions to support customer support pipelines.
  • Optimization of ML deployments.
  • Research and development of demos using LLMs (Large Language Models).
  • NLP tasks: Text classification, Entity extraction, Semantic search, Chatbots, Summarization, RAG.Main used tools: transformers, sentence transformers, OpenAI API, scikit-learn, gradio, fastapi, docker.
Nov 2022 - Present

Fct Postdoctoral Fellow

Lisbon

  • Implement and supervise manual annotation processes of text corpora.
  • Build text corpora.
  • Build web archive.
  • Extract and collect data using Twitter API service
  • Development of several NLP tools: keyphrase extraction, text classifiers, NER system.
  • Work with Social Scientists, in particular from Political Science, to design research plans when working with social data.
Jun 2015 - Nov 2022

Project Manager (Part-Time)

H. Won Lda

Caramulo

Responsible to develop new products, as well study and implement its production process.

Jan 2012 - Jan 2014

Research

Lip-Coimbra

Work done as part of my PhD work. I have created a Monte Carlo event generator that simulates a possible rare particle collision at LHC (CERN).

Sep 2008 - Dec 2012

Phd Student

Lip-Coimbra

Coimbra

My field of studies is Particle Physics.

2008 - 2012 ~4 yrs
Team & coworkers

Colleagues at Axians Portugal

Other employees you can reach at axians.pt. View company contacts for 591 employees →

4 education records

Miguel Won education

Machine Learning Engineer Nanodegree, Machine Learning

Education record

Lisbon Machine Learning School: Lxmls 2014

Prompt Engineering For Llms, Artificial Intelligence

Activities and Societies: LLMs1. Design and optimize prompts for improved model performance and model inference. 2.Apply the latest.

FAQ

Frequently asked questions about Miguel Won

Quick answers generated from the profile data available on this page.

What company does Miguel Won work for?

Miguel Won works for Axians Portugal.

What is Miguel Won's role at Axians Portugal?

Miguel Won is listed as NLP Data Scientist @ Axians Portugal | ML Team Leader at Axians Portugal.

Where is Miguel Won based?

Miguel Won is based in Lisboa, Lisbon, Portugal while working with Axians Portugal.

What companies has Miguel Won worked for?

Miguel Won has worked for Axians Portugal, Inesc-Id, Instituto Gulbenkian De Ciencia, H. Won Lda, and Lip-Coimbra.

Who are Miguel Won's colleagues at Axians Portugal?

Miguel Won's colleagues at Axians Portugal include Andreia Oliveira, Ricardo Gonçalves Jorge, Vasco Simões, Susana Ribeiro, and Andres Marquez Dinis.

How can I contact Miguel Won?

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What schools did Miguel Won attend?

Miguel Won holds Doctor Of Philosophy (Phd), Elementary Particle Physics from Universidade De Coimbra.

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