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Skype: marioceron – Kaggle: kaggle.com/marioceron – GitHub: github.com/marioceron
Bogotá, Colombia South América
27 years of work in the IT Professional field: Data Scientist / Applications Management – Salesforce Certified Administrator / Project Manager / Consulting Services.
Specialties: Effective communication skills with people, Team player, Soft Skills and Leadership, knowledge in Project Management – PM4R, Agile Methodology / Scrum / Kanban and Computer Science, Database Design, Business processes.
Developer languages: Python, PHP, R, MATLAB, ASP, JavaScript, SQL.
Databases RDBMS SQL: MySQL, PostgreSQL, Maria DB, Oracle, MSSQL, Sybase, Excel.
Operating Systems: Linux, macOS, Windows, iOS. Command-line experience. Docker, Jenkins, JIRA, Confluence, Trello.
Cloud: AWS (EC2, RDS, S3), 65 Badges in Salesforce Trailhead (https://trailblazer.me/id/mceron), Basic Apex Salesforce, Docker, Azure fundamentals, and AI, HighGear, App Dynamics AMP 210 and APM 220. Azure Data Factory and Data warehouse, Apache Py Spark, Airflow.
Front/ Back-End: Git, HTML5, CSS, JQuery, AJAX, PL/SQL, Cold fusion, PHP Frameworks MVC, Drupal, WordPress.
Data Visualization: Excel, Python Libraries (Matplotlib, Seaborn, Dash), R (ggplot, shiny), Power BI, Tableau, Salesforce Reports, and Dashboards.
Languages: Spanish (Native) / English B2.
Data Science Skills (2019): AI – Artificial Intelligence
-Python Libraries:
Pandas, NumPy, Matplotlib, Seaborn, Plotty, Dash, SciPy, Scikit-Learn, Py torch, Scrapy, NLTK, Keras, Tensor Flow, Stats Models.
-Python Tools: Pip, Anaconda, PyCharm, Jupiter notebooks.
-R Studio, R Libraries: plyr, tidyr, ggplot, shiny.
Data Analysis and Data Visualization, Business Intelligence, SQL, AWS.
-Machine Learning Algorithms: Supervised – Non Supervised:
Regression/Classification, Model Evaluation – Pipelines.
2020: All Kaggle Micro-courses: Python, Pandas, SQL, Intro – Intermediate Machine Learning, NLP, Deep Learning, Computer Vision, Feature Engineering, Data Visualization, Geospatial Analysis.
2021: Deep Learning Specialization (5 courses) and NLP Specialization (4 courses) from DeepLearning.AI: Neural Networks, CNN, RNN, LTSM, BERT, TensorFlow, Trax, Transformers, and probabilistic / sequence/attention models.
2022: DataCamp Data Scientist/Engineer Paths Microsoft Open Hack.
2023: Hacker Rank: Python and Problem Solving – Python Basic Cert. SQL Cert.
ChatGPT & LLM courses: Databricks – Google – AWS – DataCamp
Experience:
April 2017 – Today :
- Senior Applications Management Engineer (EN) [April 2017 -> Dec 2018] : Team PHP Leader. Salesforce Certified Administrator [June 2018] – DS4A – Data Science for All [Oct – Dec 2019]. DeepLearning.AI : Deep Learning and Natural Language Processing NLP specializations [March-July 2021]
- Senior Applications Management Engineer (SE) [Jan 2019 – Today]. Participate in 6 multinational accounts. 2 years in the Data Community Endava Bogota. Mentorship and take leadership courses.
Manage IT Support (soporte.lumni.com.co), Email server, Manage 2 Linux servers, Moodle Platform (www.lumniacademy.net.co) and in House platforms (mentorias.lumni.com.co) and interfaces with financial model in MATLAB. Documentation and Manage infrastructure (Desktop support, Network, Backup, Software Licenses)
2011-2013: Coordinate and manage 4 developers: development, Helpdesk, configuration, database. Manage platforms and countries websites, scoring, accomplish deadlines. Manage accounting, purchases and licenses. Report to Board and managers for each country. Project Management. Help on develop, design new platform for students and fund/student managers; for Chile, Mexico, USA and Colombia, on team group. PHP/ MySQL application is being developed for 11 months (finacing by FOMIN – BID) and then supported by Lumni Inc.
Deep Learning Specialization:
The Deep Learning Specialization is designed to prepare learners to participate in the development of cutting-edge AI technology, and to understand the capability, the challenges, and the consequences of the rise of deep learning. Through five interconnected courses, learners develop a profound knowledge of the hottest AI algorithms, mastering deep learning from its foundations (neural networks) to its industry applications (Computer Vision, Natural Language Processing, Speech Recognition, etc.).
There are 5 Courses in this Specialization:
*Neural Networks and Deep Learning
*Sequence Models
*Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
*Convolutional Neural Networks
*Structuring Machine Learning Projects
Natural Language Processing- NLP Specialization:
Natural Language Processing (NLP) uses algorithms to understand and manipulate human language. This technology is one of the most broadly applied areas of machine learning. As AI continues to expand, so will the demand for professionals skilled at building models that analyze speech and language, uncover contextual patterns, and produce insights from text and audio.
There are 4 Courses in this Specialization:
* Natural Language Processing with Classification and Vector Spaces
* Natural Language Processing with Probabilistic Models
* Natural Language Processing with Sequence Models
* Natural Language Processing with Attention Models
Correlation One October- December 2019
DS4A / Colombia: Graduated with Honors, Data Processing and Data Processing Technology/ Technician
The certificate and badge earner has graduated with honors from the Data Science For All (DS4A) program as part of the Colombia Oct-Dec 2019 cohort. They have learned how to work with Jupyter notebooks, use Python libraries to generate data visualizations, perform exploratory data analysis, and analyze data using Pandas. They also learned the use of different Data Science and AI techniques, such as Decision Trees and the use of kNNs, CNNs, NLP, along with how to practically utilize them.
During the program, they worked on data projects utilizing ML and AI techniques to discover solutions to real world problems. To complete their projects, they implemented the topics and tools they learned over the course.
The badge is awarded to people who have earned certification from Correlation One for showing job-readiness for a career in Data Science. They completed 375 hours of coursework which included Lectures, Real-world data case studies, a Datathon project and a final project.
University of Los Andes Bogota D.C. Electrical Engineer Degree
Project Management Course Bogota Project Management course, based on the PMI Book.
Bachiller Académico Bogota D.C. High School Degree
27 years of work in IT Professional field : Project Manager / Consulting Services / Data Scientist / Applications Management – Salesforce Certified Administrator.
Specialities: Good skills of communications with people, Soft Skills and Leadership, knowledge in Project Management, Agile Methodology / Scrum / Kanban and Computer Science, Database Design, Business Process.
Developer languages: Python, R, MATLAB, PHP, ASP, JavaScript, SQL.
Databases RDBMS SQL : MySQL, PostgreSQL, Maria DB, Oracle, MSSQL, Sybase, Excel.
Operating Systems: Linux, OSX, Windows, iOS.
Cloud: AWS (EC2,RDS,S3), 59 Badges in Salesforce Trailhead (https://trailblazer.me/id/mceron), Basic Apex Salesforce, Docker, Azure fundamentals, HighGear, App Dynamics AMP 210 and APM 220.
Front/ Back End: Git, HTML5, CSS, jQuery, AJAX, PL/SQL, Cold fusion, PHP Frameworks MVC, Drupal, WordPress.
Data Visualization: Excel, Python Libraries (Matplotlib, Seaborn, Dash), R (ggplot, shiny), Power BI, Tableau, Salesforce Reports and Dashboards.
Languages: Spanish (Native) / English B2.
Data Science Skills (2019): AI – Artificial Intelligence
-Python Libraries:
Pandas, Numpy, Matplotlib, Seaborn, Plotty, Dash, Scipy, Scikit-Learn, Pytorch, Scrapy, NLTK , Keras, Tensor Flow, Statsmodels, Streamlit, Flask.
-Python Tools: Pip, Anaconda, Pycharm, Jupyter notebooks.
-R Studio, R Libraries: plyr, tidyr, ggplot, shiny.
Data Analysis and Data Visualization, Business Intelligence, SQL, AWS.
-Machine Learning Algorithms:
Random Forest, Decision tree, Naive Bayes, K means, K-NN, Logistic, SVM and Linear Regression / modeling.
DeepLearning and NLP specializations. Open AI API.
Linux and PHP courses
Salesforce trailhead courses (59 Badges)
Matlab / R / Web Application Architectures – 3 Coursera courses
Working in SAIC Colombia Ltda.: Win-Tec Seminaries
Leadership – Soft Skills Program Training in Endava – 2017 – 2018 – 2019
ACIS Society
Thesis for the degree of Electrical Engineer.
Document based on Automatics Control Systems Theory.
Libraries developed in MATLAB with SImulink. https://scholar.google.com/citations?user=0KbEylgAAAAJ&hl=en&oi=sra
Electronics and Computers
Article about Mathcad, Matlab software for Applied Mathematics.
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