Available for opportunities

Jorge A. Mendoza
Data Science & Automation

Former Cyber Intelligence Agent & Police Officer turned Data Scientist. I build ML systems that protect people — from NLP threat detection for Ecuador's National Police to enterprise healthcare applications in the U.S.

PythonMachine LearningNLP / BERTOSINTDjangoPostgreSQLDockerKubernetesRetooln8nEthical HackingLinux
01

Summary

Data Science and Cybersecurity professional with a Bachelor's in Data Science from Universitat Carlemany, specializing in machine learning, NLP, and big data architecture. Certified Cybersecurity Specialist with expertise in OSINT, vulnerability analysis, and ethical hacking. Former Cyber Intelligence Agent and Police Officer (1st/2nd Lieutenant) with Ecuador National Police. Combines technical expertise in data analytics, AI/ML model development, and cybersecurity protocols with hands-on experience in IT support and system administration.

02

Professional Experience

Consulting & Automation — hmike.com

2026 – Present
Side Hustle — United States
  • Deploy and manage applications on Kubernetes clusters for scalable, resilient service orchestration
  • Build internal tools and dashboards with Retool for rapid business app development
  • Design automated workflows using n8n for cross-system data integration and process automation
  • Leverage OpenClaw AI agent framework for intelligent document processing and task orchestration
  • Administer PostgreSQL databases — schema design, query optimization, backup strategies
  • Maintain Linux production servers ensuring high availability, security patches, and monitoring
  • Develop Python automation scripts for system monitoring, log analysis, and data integration
  • Provide tier 2/3 technical support for hardware, software, network, and application issues
  • Consult businesses on sales, content management, automation, inventory, statistics, and website & digital image creation

IT Service Technician

Sep 2024 – Present
SRHC — United States
  • Develop and maintain enterprise web applications
  • Built new applications for different departments
  • Maintained and updated websites across different frameworks
  • Implement Docker containerization for consistent dev, testing, and production environments
  • Enforce HIPAA compliance protocols for patient data protection across all applications
  • Provide tier 2/3 technical support for hardware, software, network, and application issues

CNC Machinist

Mar 2024 – Sep 2024
Exline — United States
  • Operated and programmed CNC machines to produce precision parts meeting technical specifications
  • Conducted quality control checks maintaining high production accuracy standards
  • Collaborated with engineering teams to optimize machining processes and workflow efficiency

Cyber Intelligence Agent

2019 – 2022
National Police — Ecuador
  • Conducted cyber investigations using OSINT and vulnerability analysis to identify and mitigate security threats
  • Utilized virtual machines and remote administration tools to support intelligence operations
  • Collaborated with national and international agencies to combat cybercrime
  • Analyzed digital evidence and generated intelligence reports for criminal investigations

Instructor — Kali Linux in Virtual Machines

2021
National Police Superior Institute — Ecuador
  • Designed and delivered training on Kali Linux and VMs to law enforcement professionals
  • Covered penetration testing tools, network security, and ethical hacking practices
  • Enhanced participants' ability to utilize virtual environments for cybersecurity operations

Police Officer — 1st & 2nd Lieutenant

2014 – 2022
National Police — Ecuador
  • Led security operations including risk assessments, strategic planning, and incident response
  • Supervised teams ensuring compliance with national security protocols
  • Developed training programs improving operational readiness and response capabilities
03

Education

Bachelor's Degree in Data Science

Oct 2021 – Oct 2024
Universitat Carlemany, Andorra — 180 ECTS Credits
  • Machine Learning & AI: neural networks, NLP, computer vision, deep learning
  • Statistical Foundations: Bayesian inference, multivariate analysis, time series forecasting
  • Data Engineering: Big Data architecture, distributed systems, SQL/NoSQL databases
  • Programming: Python, R, data structures, algorithms, parallel computing, OOP

Associate Degree in Security

Jan 2011 – Mar 2014
National Police Superior Institute — Ecuador
  • Security operations, risk assessment, law enforcement protocols, strategic planning
04

Capstone Project

12 ECTS Credits

NLP System for Ecuador National Police Mission Support

"Natural Language Processing (NLP) as Support for Ecuador National Police Mission"

  • Real-time NLP classification system for threat detection and priority alert categorization
  • Sentiment analysis using BERT neural networks with sentence-level tokenization
  • Named Entity Recognition (NER) via spaCy for locations, persons, organizations
  • Custom security dictionaries for weapons, explosives, criminal aliases
  • Automated priority classification for police operations
  • Streamlit web interface with automated PDF report generation
  • CPU vs GPU scalability testing across varying text sizes and batch configs
5,150texts/sec GPU
BERTNeural Network
spaCyNER Engine
CUDAGPU Accelerated
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Technical Skills

🧠

Data Science & ML

PythonRSQLTensorFlowscikit-learnPandasNumPyBERTspaCyStreamlitMatplotlib
🌐

Web Development & DevOps

DjangoFlaskPHPPostgreSQLDockerKubernetesGitLinux AdminRetooln8nOpenClawHIPAA
🔐

Cybersecurity

OSINTEthical HackingKali LinuxVuln AnalysisPen TestingDigital ForensicsNetwork Security
📐

Mathematics & Statistics

Bayesian InferenceTime SeriesLinear AlgebraCalculusOptimizationStatistical Modeling
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Certifications

🛡️

Cybersecurity Specialist

Ecuador's National Intelligence Direction — 160 hours: OSINT, Vulnerability Analysis, Legality in Cybersecurity, VMs, Remote Admin Tools

2021
💚

1st Ethical Hacking Seminar (GREEN HATS)

Ethical hacking practices and penetration testing methodologies

2021
07

Languages

🇪🇨
Spanish
Native
🇺🇸
English
Fluent
🇫🇷
French
Basic
🇩🇪
German
Basic
🇧🇷
Portuguese
Basic