Data Scientist
Current
Jan 2024 - Present
AeroLeads people directory · profile
Miguel Silva Email & Phone Number
Data Scientist
at
EXADS
LinkedIn matched
✓ Verified May 2026
3 data sources
Profile completeness 86%
Who is Miguel Silva? Overview
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Quick answer
Miguel Silva is listed as Data Scientist at EXADS, a company with 32 employees, based in Porto, Porto, Portugal. AeroLeads shows a matched LinkedIn profile for Miguel Silva.
Miguel Silva previously worked as Machine Learning Researcher at Inesc Technology And Science - Associate Laboratory and PHD Student at The University Of Manchester. Miguel Silva holds Doctor Of Philosophy - Phd, Computer Science from The University Of Manchester.
Company email context
Email format at EXADS
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EXADS
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Profile bio
About Miguel Silva
Data scientist with a PhD. degree and extensive background in both programming and theoretical concepts; passionate about extracting insights and temporal trends from data, using machine learning methods. Demonstrable experience at solving new, unseen, problems with novel solutions in various domains - social networks, epidemiology, public procurement, predictive maintenance.
Current workplace
Miguel Silva's current company
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Exads
7 roles
Miguel Silva work experience
A career timeline built from the work history available for this profile.
Machine Learning Researcher
- Deep anomaly detection applied to predictive maintenance, using data from sensors in Metro do Porto. Used a Generative Adversarial Network, parametrized with Long Short Term Memory and Temporal Convolution Networks, to find periods of failure in sensors connected to the air producing unit in a Metro do Porto carriage.- Analyzing trajectories of human.
Nov 2022 - Dec 2023
Phd Student
- Comparing complex networks using the distribution of graphlets: proposed an improvement over existing methodology that leverages linear projection techniques (Principal and Indepedent Component Analysis) as denoising mechanisms of the graphlet distributions.- Analysis of social networks: studying a online board discussion forum with discussions about.
Sep 2017 - Sep 2022
Epidemiology Research Assistant
Research assistant position providing support to modelling of COVID-19 within the scope of a Test, Trace and Isolate rapid response project, with outputs being presented at SPI-M (Scientific Pandemic Influenza Group on Modelling) and SAGE (Scientific Advisory Group for Emergencies) that informed the UK government's COVID-19 response.
Jan 2021 - Sep 2021
Data Science Research Assistant
- Built data pipeline to acquire, clean and process public procurement data from multiple European countries with an API provided by industry partners.- Analyzed relationships between suppliers and buyers to find common patterns of connections.- Generated insights about patterns in the data and their relationship to the public procurement process.
May 2021 - Nov 2021
Machine Learning Research Intern
3 month internship, researching Multi-agent Deep Reinforcement Learning:- Implemented OpenAI multi-agent reinforcement learning environments within PyMARL.- Implemented and performed experimental analysis of Graph Attention Networks with Concrete Dropout to replace Recurrent Neural Networks in QMIX, a multi-agent reinforcement learning algorithm..
Feb 2020 - Apr 2020
Data Science Research Assistant
Research assistantship with Professor Pedro Ribeiro, at CRACS (Center for Research in Advanced Computer Systems). Research aimed at complex networks, specifically, generation of random networks and estimation of subgraph frequencies.
Sep 2016 - Sep 2017
Team & coworkers
Colleagues at EXADS
Other employees you can reach at exads.com. View company contacts for 32 employees →
BB
Bruno Bontempo
Colleague at Exads
Vila Nova De Gaia, Porto, Portugal, Portugal
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FP
Federica Pintagro
Colleague at Exads
Italy, Italy
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TD
Tânia Da Silva
Colleague at Exads
Portugal, Portugal
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EY
Eugene Yarosh
Colleague at Exads
Dublin, County Dublin, Ireland, Ireland
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MR
Mariana Ribeiro Azevedo
Colleague at Exads
Santa Maria Da Feira, Aveiro, Portugal, Portugal
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MM
Mickael Marques
Colleague at Exads
Greater Viseu Area, Portugal
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VR
Vitor Rocha
Colleague at Exads
Mangualde, Viseu, Portugal, Portugal
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JG
João Guerra
Colleague at Exads
Évora, Évora, Portugal, Portugal
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OK
Orla Kinsella
Colleague at Exads
Greater Dublin, Ireland
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JD
James D. Champagne
Colleague at Exads
London, England, United Kingdom, United Kingdom
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Bruno Bontempo
Colleague at Exads
Vila Nova De Gaia, Porto, Portugal, Portugal
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FP
Federica Pintagro
Colleague at Exads
Italy, Italy
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TD
Tânia Da Silva
Colleague at Exads
Portugal, Portugal
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EY
Eugene Yarosh
Colleague at Exads
Dublin, County Dublin, Ireland, Ireland
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MR
Mariana Ribeiro Azevedo
Colleague at Exads
Santa Maria Da Feira, Aveiro, Portugal, Portugal
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MM
Mickael Marques
Colleague at Exads
Greater Viseu Area, Portugal
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VR
Vitor Rocha
Colleague at Exads
Mangualde, Viseu, Portugal, Portugal
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JG
João Guerra
Colleague at Exads
Évora, Évora, Portugal, Portugal
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OK
Orla Kinsella
Colleague at Exads
Greater Dublin, Ireland
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JD
James D. Champagne
Colleague at Exads
London, England, United Kingdom, United Kingdom
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3 education records
Miguel Silva education
Doctor Of Philosophy - Phd, Computer Science
Master Of Science (M.Sc.), Computer Science, 18/20
Bachelor’S Degree, Computer Science, 17/20
FAQ
Frequently asked questions about Miguel Silva
Quick answers generated from the profile data available on this page.
What company does Miguel Silva work for?
Miguel Silva works for EXADS.
What is Miguel Silva's role at EXADS?
Miguel Silva is listed as Data Scientist at EXADS.
Where is Miguel Silva based?
Miguel Silva is based in Porto, Porto, Portugal while working with EXADS.
What companies has Miguel Silva worked for?
Miguel Silva has worked for Exads, Inesc Technology And Science - Associate Laboratory, The University Of Manchester, Alliance Manchester Business School, and Ibm.
Who are Miguel Silva's colleagues at EXADS?
Miguel Silva's colleagues at EXADS include Bruno Bontempo, Federica Pintagro, Tânia Da Silva, Eugene Yarosh, and Mariana Ribeiro Azevedo.
How can I contact Miguel Silva?
You can use AeroLeads to view verified contact signals for Miguel Silva at EXADS, including work email, phone, and LinkedIn data when available.
What schools did Miguel Silva attend?
Miguel Silva holds Doctor Of Philosophy - Phd, Computer Science from The University Of Manchester.
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