• Improved 50% (backend only for now) of the engineering software process in EMS emergency management systems by developing Python Clean code validation.
• Reduce response times through bug fixes and support services for the medical emergency management tool.

Tech Stack: Django, Django-rest framework, PostgreSQL, MongoDB, SQL, Streamlit, Docker, AWS Lambda, Python, Pandas, Numpy, FastAPI, NestJS, Knime, Serverless framework.

• Reduce response times through bug fixes and support services for the medical emergency management tool.
• Improve the medical prescription service for Asistensi clients in Mexico by 60% through the design and development of the Medikit API integration with EMS.

Tech Stack: Django, Django-rest framework, postgreSQL, Docker, AWS S3, AWS Lambda, Python, pandas, numpy.

• As a Tech Coach, I helped several people improve their skills in Data Science, Data Engineering, and Big Data.

Tech Stack: AWS Athena, AWS RedShift, PostgreSQL, Python, Pandas, NumPy, Scikit-learn, Big Data Analysis with PySpark.

• Improved customer service by 80% by developing AWS APIs and automating Escala customer service.
• Improved 90% of bank customer call searches by developing a data lake for Banesco's call system.
• Improved 80% of vehicle credit sales inquiries and customer delinquencies by developing a data lake that analyzes vehicle monitoring system data.

Tech Stack: Python, pandas, numpy, S3, DynamoDB, RDS, lambda, cloudwatch Event, SNS, SQS, AWS API, step functions, cloud training, AWS SAM, AWS Athena, AWS Glue, AWS Redshift.

• Accelerated the decision making of the company's management through the development of modules and APIs for EDA, PCA and predictive analysis as a tool for decision making in the management of electronic and mobile equipment sales stores in Walmart establishments.

Tech Stack: Python, pandas, numpy, scikit-learn, pyMC3, matplotlib, Seaborn, Django-rest framework, postgresql, and rethinkDB.

• Developed geochemical analysis Web application to estimate the presence of compartments in oil fields.
• Digital oil field proof of concept.
• Architecture designed for web Scada.

Tech Stack: MongoDB, PostgreSQL, Python, Flask, Pandas, numpy, sciPy

• Network technical support.
• Gasoline distribution system.

Tech Stack: Linux, Python, bash, sql

• Lead teams of development of administrative systems, server management, and technical support.

Tech Stack: API RestFull en Django y Python(Tastypie, django-rest-framework, Eve)

• I developed an application to send text messages from Linux using Python
• Live-cd for managing radio stations

Tech Stack: Debian, bash, Python, GTK, Debian live, Debian package

• Implementation of security services: firewalls, Proxy management and content filtering, Network monitoring, Instruction Detection System, Anti-spam gateway, VPN

Tech Stack: Iptables, bash, Python, Debian, Linux, Ntop, postfix, spamassasin, nagios, squid, squidGuard, OpenVPN and Snort

• Debian Linux Instructor for the Scada DST project

Tech Stack: Debian Linux, network management.

• Design of new architecture for the project Simulation of Gas Pipeline Networks in real-time.

Tech Stack:

• Implemented: Firewalls, VPN, file server, proxy server, Web server, Instruction Detection System

Tech Stack: Debian, Apache, Samba, Squid, SquidGuard, Nagios, Iptables and OpenVPN, Snort

• Developed Live-CD Linux for blind people

Tech Stack: Python, Debian live-cd, bash, GTK, Debian custom package

• Leading the Gas Pipeline Network Simulation Project in real-time

Tech Stack: Fortran, C++, GTK, postgreSQL

• Authoring tool developed for teaching.

Tech Stack:

• Development of the Fundabit Educational Portal.

Tech Stack: CMS mambo PHP, Linux, Apache, mod_security

• Computer network
• Informatic security
• System administration

Tech Stack:

• Implemented: Email server, Proxy server, File server, Printer server, Web server

Tech Stack: Fedora, Sendmail, Squid, SquidGuard, Samba, NFS, CUPS, Apache.

• Digital Logic Laboratory

Tech Stack:

• Computer Architecture
• Digital Computing I
• Digital Computing II

Tech Stack: