Luis Perez Orea
Tehuacán
Summary
Dedicated to enhancing team productivity and decision-making through the implementation of data analysis, machine learning, and AI for process automation. Certified in Machine Learning by IBM and Data Analysis by Google. Currently pursuing the Qiskit developer certification to explore the exciting realm of quantum computing and the application of ML/AI in quantum devices. Skilled calculus professor with a deep passion for science and a love for gaming.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Web Design & Integrations Specialist
Gpac
11.2021 - Current
- Improved MKT team productivity by automating certain processes with an AI Agent using python and LangChain / LangGraph with OpenAI GPT-4o/GPT-4-mini
- Improve Marketing decisions using Data Analytics, Data Science and Machine Learning in a project of Web traffic segmentation using traffic source and actions made during the user session to track different social media content effectiveness in taking the customer to the final step in the funnel and focus the efforts in effective content/campaigns.
- Automate processes (Repetitive Tasks) using scripting languages such as JS and Python, make custom integrations and connections and use Microsoft's Power Automate platform for automation tasks within Marketing team.
- Improve the SEO and maintain a Wordpress based site, take care of site health based in Semrush audits (from 60% to 90% of site health), update plugins, integrate external APIs using code and some other custom solutions
CEO
TL Webservices
08.2019 - Current
- Design a digital agency out of traditional marketing with the power of Analytics, Cybersecurity Services, Data Science and Machine Learning to help companies and entrepreneurs to adopt a data driven culture within their business.
Lead WordPress Developer
Hermitage
12.2019 - 11.2021
- Implemented SEO best practices to improve website visibility in search engines.
- Performed regular updates on WordPress core, themes, and plugins to enhance security.
- Collaborated with design teams to translate creative concepts into functional websites.
- Modified existing plugins for tailored functionality and enhanced performance.
- Customized e-commerce solutions for online businesses using WooCommerce plugin integration.
- Installed required plugins and additional coding to fit final design and functionality requirements.
- Developed and implemented WordPress sites, themes and plugins.
- Converted design assets into component-based HTML, CSS and JavaScript.
- Reduced page load times with efficient coding practices and optimization of images, scripts, and style sheets.
Social Media Manager
Hermitage
12.2019 - 11.2021
- Fostered relationships with followers to cultivate a loyal online community.
- Designed comprehensive social media strategies that aligned with overall marketing goals.
- Monitored social media metrics to assess campaign effectiveness and guide future initiatives.
- Responded to audience inquiries and feedback to enhance customer satisfaction and brand reputation.
- Managed multiple social media platforms, ensuring a consistent brand voice and message.
- Optimized posting schedules based on platform-specific analytics to maximize content visibility.
- Monitored social media trends and emerging platforms, adopting new strategies to stay ahead of the competition.
Education
Diploma - Cloud Computing
Escuela De Organización Industrial
Madrid, Spain01-2019
Skills
- Data Science & Data Analysis
- Python
- Quantum Computing
- BigQuery & SQL
- Machine Learning
- MongoDB
- AI Agents
- LangChain
- LLMOps
- Web Development
- Prompt Compression & Query Optimization
- RLHF
- OpenCV
- Tensorflow - Keras
Certification
- Data Manipulation & Transformation with Pandas & NumPy, Platzi
- Machine Learning with Python, IBM
- Data Science environments with Jupyter Notebooks and Anaconda, Platzi
- SQL and Relational Databases, IBM
- Python: Comprehensions, Functions and Error Handling, Platzi
- Python for Data Science, IBM
- Data Visualization with Matplotlib and Seaborn, Platzi
- Data Analysis using Python, IBM
- Data Visualization using Python, IBM
- Applied Data Science with Python Level 2, IBM
- Data Science for Business Level 2, IBM
- Enterprise Design Thinking Practitioner, IBM
- Data Analytics, Google, Ongoing
- Data Analysis, Google, Ongoing
- Azure Data Science Associate, Ongoing
- MongoDB for SQL Experts, Mongo University
- AI Agents in LangGraph, DeepLearning.AI
- LangChain for LLM Application Development, DeepLearning.AI
- Prompt Compression and Query Optimization, DeepLearning.AI
- RLHF, DeepLearning.AI
- Tensorflkow-Keras, OpenCV University
- OpenCV, OpenCV University
Languages
English
Upper intermediate (B2)
Spanish
Bilingual or Proficient (C2)
Dutch
Beginner (A1)
Timeline
Web Design & Integrations Specialist
Gpac
11.2021 - Current
Lead WordPress Developer
Hermitage
12.2019 - 11.2021
Social Media Manager
Hermitage
12.2019 - 11.2021
CEO
TL Webservices
08.2019 - Current
Diploma - Cloud Computing
Escuela De Organización Industrial
Similar Profiles
Angela NicholsAngela Nichols
Senior Search Consultant at GpacSenior Search Consultant at Gpac
Ryan BoschRyan Bosch
Regional Director at GPACRegional Director at GPAC
Katie DayKatie Day
Insurance Recruiter at GpacInsurance Recruiter at Gpac