Antonio Juárez González

Antonio Juárez González Email and Phone Number

Data Scientist | Digital Transformation Specialist @
Antonio Juárez González's Location
Xicohtzinco, Tlaxcala, Mexico, Mexico
About Antonio Juárez González

Antonio Juárez González is an enthusiast of information analysis and processing to improve academic, business and research processes, using algorithms based on Automatic Text Processing, Natural Language Processing, Statistics and Machine Learning.Antonio meet Machine Learning during his masters studies when he developed a factual Question Answering system, showing that using only lexical attributes such kind of questions could be answered. He managed to position his theory in second place at the international CLEF Question Answering challenge in 2006. During his postdoctorate, he and his team developed a solution to the problem of detecting sexual predators in chat rooms. Using a two-stage Automatic Learning approach, considering 117,000 attributes, they were able to correctly identify the conversations and the predator in them, achieving first place at the 2012 PAN competition. In 2016, he developed a system for automatically assigning personnel to tasks of software development, and a time predictor for new projects based on new required tasks and the experience of the personnel.At the Polytechnic University of Tlaxcala, with the vision of convert this institution in the first completely digital University in the politechnic university education system, Antonio created software development laboratory where students of the institution were intregarated and trained. He managed to achieve the digitalization and automation of candidate survey application, admission exam, professional stays, and digital certificates emission.As an independent consultant and developer, Antonio performed the analysis and processing of information from the historical grades of students to obtain relevant statistics for the certification process of academic programs. He also developed a translation system of transcribed valuations that made it possible to automatically obtain 89 million readable and understandable jewelry descriptions for potential buyers. Currently the system is being integrated for its use in real time.Antonio has the firm conviction that, in the area of ​​information analysis and its use to improve processes, any objective is possible, the mission is to investigate to what extent it can be achieved.

Antonio Juárez González's Current Company Details
Gobierno del Estado de Tlaxcala

Gobierno Del Estado De Tlaxcala

Data Scientist | Digital Transformation Specialist
Antonio Juárez González Work Experience Details
  • Gobierno Del Estado De Tlaxcala
    Jefe De Departamento
    Gobierno Del Estado De Tlaxcala Oct 2024 - Present
    Tlaxcala, México
  • Truehome
    Senior Data Scientist
    Truehome Mar 2022 - May 2022
    Cdmx, Mexico
    My main task at TrueHome was the analysis, design and generation of AVM (Automatic Valuation Models) using Machine Learning metodology and algorithms.I also was in charge of the analysis and optimization of code to improve current valuation processes and models.
  • Universidad Politécnica De Tlaxcala
    Full-Time Professor-Researcher
    Universidad Politécnica De Tlaxcala Sep 2012 - Mar 2022
    Tepeyanco, Tlaxcala, México
    Full-time professor-researcher in the area of ​​Information Technologies.In this institution I was in charge of teaching algorithms, structured programming, object-oriented programming and web programming. I participated as a researcher/developer in a PEI project financed by CONACYT whose objective was to generate classification and prediction models through a Machine Learning approach to optimize the planning of the development of software systems. The classification model evaluated the pertinence of the personnel to carry out tasks based on their ability to handle the tools used for design and development. The prediction model gave the estimated time that qualified personnel would take for task completion based on the history of their performance in tasks completed for prior projects.With the vision of being the first completely digital University in the politechnic university education system, I created a laboratory where I integrated and trained students from the same institution who were the main human resource. Some of the systems developed for the university were the online survey application, online admission exam, professional stays monitoring, and digital certificates emission. A Remote Digital Alarm was also developed for a municipality in the region that was used by the citizens and the municipal police.I also collaborated with the area of schoolar services in the automation of some processes, in particular the analysis of student grades each four-month period (more than 5 thousand students with 7 subjects each) to determine the number of unaccredited subjects. The developed module allowed this process to be completed in less than a minute when before it took 3 days long.In the last months, I developed an information processing module to generate the necessary statistics to support the certification process of the 7 academic programs of the institution.
  • Instituto Nacional De Astrofísica, Óptica Y Electrónica
    Project Manager
    Instituto Nacional De Astrofísica, Óptica Y Electrónica Jan 2018 - Oct 2021
    Puebla, México
    Project managerI was hired as project manager and programmer by the Computer Science department to develop a research project (first stage) and application (second stage) for the Nacional Monte de Piedad (a very important pawn company in Mexico).The project consisted on the development of an Automatic Translator of Transcribed Descriptions of jewelry. The information to be processed were transcribed texts of the description of a jewel made by an expert appraiser, in technical language and with many spelling and writing errors. The objective was to generate an automatic translator of these descriptions to obtain a readable and understandable description for potential buyers.In the first stage I made the research to determine the feasibility of the project. In this stage, only one product was considered, the most frequent jewel. In the second stage of the project, the methodology obtained as result in the first stage was implemented for 30 more jewels. In this second stage, around 130 million descriptions were processed, of which 89 million corresponded to jewelry. Currently the system is being integrated into the production environment to offer this service to the different departments of the company.

Antonio Juárez González Education Details

  • Instituto Nacional De Astrofísica, Óptica Y Electrónica
    Instituto Nacional De Astrofísica, Óptica Y Electrónica
    Computer Sciences
  • Instituto Nacional De Astrofísica, Óptica Y Electrónica
    Instituto Nacional De Astrofísica, Óptica Y Electrónica
    9.1
  • Instituto Nacional De Astrofísica, Óptica Y Electrónica
    Instituto Nacional De Astrofísica, Óptica Y Electrónica
    9.4

Frequently Asked Questions about Antonio Juárez González

What company does Antonio Juárez González work for?

Antonio Juárez González works for Gobierno Del Estado De Tlaxcala

What is Antonio Juárez González's role at the current company?

Antonio Juárez González's current role is Data Scientist | Digital Transformation Specialist.

What schools did Antonio Juárez González attend?

Antonio Juárez González attended Instituto Nacional De Astrofísica, Óptica Y Electrónica, Instituto Nacional De Astrofísica, Óptica Y Electrónica, Instituto Nacional De Astrofísica, Óptica Y Electrónica, Benemérita Universidad Autónoma De Puebla.

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