Personal information

Tanzania

Biography

Detail-oriented, multitasking, and swift learner data scientist and machine learning researcher with over four years of successful experience in data science and machine learning techniques for multiple applications. I effectively research methods for novel approaches to problems and develop prototypes to assess the approach's viability. Although I am a person who takes the initiative, I enjoy working as part of the team. I possess a strong team-work spirit with experience of working in a highly international environment. I am proficient in machine learning techniques and deep learning for multiple applications with sound data analytical, data visualization, and programming skills, especially in Python. I have good English writing and oral presentation skills.

Activities

Employment (4)

Irish Manufacturing Research: Dublin, 01 / 23, IE

2021-04-01 to present | Senior Industrial Analytics Researcher (Data Analytics)
Employment
Source: Self-asserted source
Anthony Faustine

University College Dublin: Dublin, 01 / 23, IE

2020-02-01 to 2021-03-30 | Data scientist (CeADER)
Employment
Source: Self-asserted source
Anthony Faustine

Ghent University: Ghent, BE

2017-10-01 to 2019-09-30 | Machine Learning researcher (IDLab, Imec)
Employment
Source: Self-asserted source
Anthony Faustine

University of Dodoma: Dodoma, Dodoma, TZ

2010 to 2017 | Assistance Lecture (Telecommunications)
Employment
Source: Self-asserted source
Anthony Faustine

Works (9)

Efficiency Through Simplicity: MLP-Based Approach for Net-Load Forecasting With Uncertainty Estimates in Low-Voltage Distribution Networks

IEEE Transactions on Power Systems
2025-01 | Journal article
Contributors: Anthony Faustine; Nuno Jardim Nunes; Lucas Pereira
Source: check_circle
Crossref

Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines

IEEE Transactions on Industrial Informatics
2023-05 | Journal article
Contributors: Hafsa Bousbiat; Anthony Faustine; Christoph Klemenjak; Lucas Pereira; Wilfried Elmenreich
Source: check_circle
Crossref

FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates

IEEE Transactions on Smart Grid
2022-05 | Journal article
Contributors: Anthony Faustine; Lucas Pereira
Source: check_circle
Crossref

Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring

IEEE Transactions on Smart Grid
2021-01 | Journal article
Contributors: Anthony Faustine; Lucas Pereira; Christoph Klemenjak
Source: check_circle
Crossref

Watt’s up at Home? Smart Meter Data Analytics from a Consumer-Centric Perspective

Energies
2021-01-30 | Journal article
Contributors: Benjamin Völker; Andreas Reinhardt; Anthony Faustine; Lucas Pereira
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Multi-Label Learning for Appliance Recognition in NILM Using Fryze-Current Decomposition and Convolutional Neural Network

Energies
2020-08-11 | Journal article
Contributors: Anthony Faustine; Lucas Pereira
Source: check_circle
Crossref

Improved Appliance Classification in Non-Intrusive Load Monitoring Using Weighted Recurrence Graph and Convolutional Neural Networks

Energies
2020-07-01 | Journal article
Contributors: Anthony Faustine; Lucas Pereira
Source: check_circle
Crossref

A Survey on Non-Intrusive Load Monitoring Methodies and Techniques for Energy Disaggregation Problem

2017-03-02 | Preprint
Source: Self-asserted source
Anthony Faustine

Wireless Sensor Networks for Water Quality Monitoring and Control within Lake Victoria Basin: Prototype Development

Wireless Sensor Network
2014 | Journal article
Part of ISSN: 1945-3078
Part of ISSN: 1945-3086
Source: Self-asserted source
Anthony Faustine

Peer review (1 review for 1 publication/grant)

Review activity for Energies. (1)