Henry Rosales Méndez

Data Scientist Associate Manager at Accenture

• Airline | Create a GenAI chatbot based on OpenAI and Azure CosmosDB.
• Forestry | Lead and execute the selection of no-code analytics software that meets business needs and stakeholder requirements.
• Banking | Lead and design the migration of a Hadoop datalake to AWS S3 and Snowflake.
• Mining | Transformation of downtime data to feed a simulation-based process for failure prioritization.
• Mining | Lead, design and develop a mineral tracking tool for Dispatch, ProVision and Vulkan data.

Data Scientist at Apiux

• Healt | Lead, design and develop an entity recognition tool for medical service receipts.
• Banking | Lead, Design and implement a compiler-based approach for recognizing specific entities in digital invoices.
• Retail |Design and implement a Machine Learning module for Twitter/Facebook posts based on an ensemble of classifiers in GCP.
• Retail | Design and implement a friendly web application with Python+Django for setting up some classifiers parameters.

Data Scientist at Zenta Group

• Forestry | Design and develop a pipeline migration from on-premise to GCP for 3D LIDAR data processing.
• Forestry | Migrate a datalake from on-premise to Bigquey.

Teaching

• Lecturer | O'Higgins University. Chile. August 2021 - February 2022
• Assitant student | Chilean University. Chile. August 2018 - February 2020
• Lecturer | Orient University. Cuba. August 2012 - August 2014

Papers

1. Merging Web Tables for Relation Extraction With Knowledge Graphs. Jhomara Luzuriaga, Emir Muñoz, Henry Rosales-Méndez, Aidan Hogan. IEEE Trans. Knowl. Data Eng. 35(2): 1803-1816 (2023).
2. Fine-Grained Entity Linking Henry Rosales-Méndez, Aidan Hogan and Barbara Poblete. Journal of Web Semantics, 2020
3. Fine-Grained Evaluation for Entity Linking Henry Rosales-Méndez, Aidan Hogan and Barbara Poblete. EMNLP-IJCNLP, 3 - 7 November 2019. Hong Kong, China
4. Towards Better Entity Linking Evaluation Henry Rosales-Méndez. PhD Symposium at The Web Conference 2019, San Francisco, California, USA, on May 14, 2019.
5. NIFify: Towards Better Quality Entity Linking Datasets Henry Rosales-Méndez, Aidan Hogan and Barbara Poblete. LA-WEB 2019. San Francisco, California, USA, on May 13 - 14, 2019.
6. VoxEL: A Benchmark Dataset for Multilingual Entity Linking Henry Rosales-Méndez, Aidan Hogan and Barbara Poblete. International Semantic Web Conference (ISWC), Monterey, United States, 2018.
7. Machine Translation vs. Multilingual Approaches for Entity Linking Henry Rosales-Méndez, Aidan Hogan and Barbara Poblete. ISWC 2018 Posters & Demonstrations and Industry Tracks. Monterey, United States, 2018
8. What should Entity Linking link? Henry Rosales-Méndez, Barbara Poblete and Aidan Hogan. In the Proceedings of the Alberto Mendelzon International Workshop (AMW2018), Cali, Colombia, May 21, 2018
9. Multilingual Entity Linking: Comparing English and Spanish Henry Rosales-Méndez, Barbara Poblete and Aidan Hogan. In the Proceedings of the Linked Data for Information Extraction (LD4IE) Workshop at ISWC 2017, Vienna, Austria, October 22, 2017.
10. A new micro-objects-based evaluation measure for co-clustering algorithms. Henry Rosales-Méndez, and Yunior Ramírez-Cruz. Pattern Recognition Letters, 84, 142-148, 2016 [bib] [preprint] [doi]
11. Addressing the validation of overlapping clustering algorithms. Henry Rosales-Méndez, Yunior Ramírez-Cruz. Intelligent Data Analysis, 18(6S), S33-S45 2014
12. CICE-BCubed: A New Evaluation Measure for Overlapping Clustering Algorithms Henry Rosales-Méndez, Yunior Ramírez-Cruz. In: 18th Iberoamerican Congress on Pattern Recognition (CIARP), La Habana, Cuba, Nov 20-23, 2013
13. Proposal of a new quality measure for overlapping clustering algorithms. Henry Rosales-Méndez, Yunior Ramírez-Cruz and Reynaldo Gil-García. II Conferencia Internacional de Ciencias Computacionales e Informáticas, ISBN: 978-959-7213-02-4, 2013, La Habana, Cuba. (In Spanish)

Staffing