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Ituriel Flores

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Data Scientist | Artificial Intelligence Professor | Network Manager | Cybersecurity Engineer
Mexico City, Mexico

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Résumé


Jobs verified_user 0% verified
  • Banco de Mexico
    Risk Management Analyst
    Banco de Mexico
    Oct 2023 - Current (3 years 1 month)
    Execution of information security risk evaluations on business processes and IT systems, based on the 3 Lines of Defence model (3LoD) and supported by internal regulation and best practices. Negotiation with business processes and IT services owners to define mitigation actions and manage their risks. Collaboration to define internal guides for secure use of artificial intelligence tools.
  • Instituto Politécnico Nacional
    Artifitial Intelligence Professor
    Instituto Politécnico Nacional
    Feb 2021 - Current (5 years 9 months)
    Professor of modules for Artifitial Intelligence (AI), Data Science and Computational Systems STEM BSc degrees. Taught courses: Algorithms and Data Structures, Programming Paradigms, Development of Applications for Data Science, Natural Language Processing (NLP) and Data Analytics and Visualisation. Director of projects to develop tools for sentiment analysis, author profiling (age, gender, style), personality traits detection, chatbots. The tolos are based on AI, NLP, ML and chatbot models and their development include tasks like: identification and extraction of data, analysis, cleaning and transformation of datasets, training, evaluation and tunning of data models to classify, cluster and predict data. Show less
  • Vectra
    Cybersecurity Analyst
    Vectra
    Dec 2020 - May 2021 (6 months)
    Monitoring, analysis and investigation of access to IT system to prevent, detect and stop cybersecurity breaches. Main achievements: Development of a tool to automatize collection and sending of reports. The Python-based solution interacts with APIs and GUIs to reduce the time execution of the referred task from hours to seconds.
  • D
    Data Analyst Consultant
    Aug 2020 - Nov 2020 (4 months)
    Development of an IT system to identify regional digital connectivity priorities areas where investment in IT infrastructure would maximise socio-economic benefits. The activities performed included business understanding, identification, collecting, analysis, and cleaning and transformation of public datasets. Also, definition of a score and a graphical data tool to assess regions and support stakeholders to make informed decisions.
  • Banco de Mexico
    Telecommunications Specialist
    Banco de Mexico
    Jan 2017 - Aug 2019 (2 years 8 months)
    Consultor, project manager and team leader oriented to improve processes and IT systems. Elaboration of Requests For Information, Request For Proposal and Request For Quotation (RFI, RFP, RFQ). Leading and supervision of workgroups to design, implement, optimize and improve data networks and cybersecurity solutions, aligned with business strategies, resilience, continuity plans, cybersecurity frameworks and best practices. Negotiation and collaboration with internal departments and global organizations to implement IT modifications Show less
  • Banco de Mexico
    Telecommunications Engineer / Systems Analyst
    Banco de Mexico
    Aug 2008 - Dec 2016 (8 years 5 months)
    Management, monitoring and second level support for ICT platforms. Log analysis, detection, investigation and solution of communication and cybersecurity incidents. Deep knowledge of protocols and platforms like: OSI, IP, TCP, UDP, DNS, DHCP, SMTP, SNMP, BGP, OSPF, EIGRP, IPSec (VPN); Catalyst, Nexus, ASR, ISR, ESA, WSA, ASA; Palo Alto, CheckPoint, FortiGate; Allot, F5, Infoblox, Proofpoint, Forcepoint, APM, Splunk, Wireshark, tcpdump.
Education verified_user 0% verified
  • Carnegie Mellon University
    master, MSc Information Technology, Business Intelligence and Data Analytics, Data Science
    Carnegie Mellon University
    Jan 2019 - Jan 2021 (2 years 1 month)
  • Instituto Tecnológico Autónomo de México
    Postgraduate Diploma in Data Mining Tools for Support Decision Making, Data Science
    Instituto Tecnológico Autónomo de México
    Jan 2015 - Jan 2016 (1 year 1 month)
  • Universidad Nacional Autónoma de México
    Postgraduate Diploma in Security Information, Cybersecurity
    Universidad Nacional Autónoma de México
    Jan 2013 - Jan 2014 (1 year 1 month)
  • Instituto Politécnico Nacional
    BEng Telecommunications and Electronics, minor in Computing
    Instituto Politécnico Nacional
    Jan 2003 - Jan 2008 (5 years 1 month)
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