Luis Alejandro Acevedo Ramírez.
Systems Engineer with a passion for Artificial Intelligence, Machine Learning and Data Science. Experienced in leading AI projects and developing robust software solutions.
About
I am a Systems Engineer with extensive experience as a Data Scientist, Machine Learning Engineer, AI Project Manager, and Full-Stack Developer. My expertise lies in the development and implementation of machine learning and deep learning models, particularly in computer vision. I thrive in collaborative environments, working with multidisciplinary teams to integrate AI solutions into products and services. My work involves comprehensive data analysis, processing large volumes of data, and ensuring the ethical and regulatory compliance of AI systems.
I am always looking for new challenges and opportunities to leverage my skills in creating innovative solutions.
Experience
Application and Project Management Coordinator in Artificial Intelligence Data Scientist, Machine Learning Engineer, AI Project Manager, Software Engineer (AI-Focused), DevOps Engineer
- Development and implementation of machine learning and deep learning models for NLP and computer vision.
- Collaboration with multidisciplinary teams to integrate AI solutions.
- Data analysis and processing for training AI models.
- Monitoring and evaluation of AI projects in production.
- Ensuring compliance with ethical and regulatory standards for AI systems.
Head of the Spatial Data Management Unit SysAdmin, Full-Stack Engineer, Data Scientist, Machine Learning Engineer, Software Developer, DevOps Engineer (AI/ML Ops)
- Managed Linux and Windows servers, ensuring availability, security, and performance.
- Developed Python scripts for automating system administration tasks like backups and resource monitoring.
- Designed, tested, and implemented Web and Desktop Applications.
Web developer Backend developer, Module integration
- Development and integration of reports and statistics modules for billing systems.
- Development and integration of information galleries for landing pages.
Software developer, Sysadmin
- Developed and implemented an inventory system.
- Designed and deployed local network architectures for computer rooms.
- Server administration in Linux.
Software developer
- Developed and implemented an information system to record customer contract data.
Featured Activities / Projects
Lead the development and implementation of a facial recognition system.
Led the complete lifecycle of a facial recognition project, from design to deployment, as part of responsibilities at Mincyt.
Participated in developing a system based on semantic search and language models (RAG) for internal documents.
Contributed to the development of an advanced search system using Retrieval Augmented Generation for internal document analysis at Mincyt.
Lead the development of a georeferenced information system for vector layers.
Led the creation of a system for managing and visualizing georeferenced vector data at Mincyt.
Full-Stack Development of web/desktop apps (Flask, PyQt) for file conversion, backups (XML, JSON, KML, Shapefile).
Designed, developed, and deployed applications at ABAE for critical data management tasks including file format conversions and backups. Technologies used include Flask and PyQt.
Development of interactive dashboards for process visualization and monitoring using tools like Dash.
Created interactive dashboards at ABAE for real-time monitoring and visualization of various processes, enhancing operational oversight.
Design and testing of a web catalog (geoportal) for satellite images with advanced search and map visualization.
Led the design of a geoportal for managing and visualizing satellite imagery at ABAE. Implemented features like advanced search, metadata filtering, and map-based visualization. Conducted extensive testing for usability and performance.
Skills
Expert
Systems architecture Software Development Algorithm implementation
Advanced
Database design web mapping distributed systems. Development of regression and classification models for machine learning and deep learning. Implementation of search algorithms and data analysis.
Proficient
Docker Sysadmin Desktop Application Development Web Development.
Intermediate
C C++ AppImage Packaging.
Languages
Spanish (native) English (fluid and conversational).
Education
Central University of Venezuela UCV
Venezuela
Postgraduate Study: Master of Computer Science (Currently studying)
National Experimental University of the Armed Forces UNEFA
Venezuela
Degree: Systems Engineer
Year: 2015
Courses and Certifications
* Specialized Training Programme in Solving Real World Problems Using Artificial Intelligence. Centre for Development of Advanced Computing, Mohali, India.
* EF SET Standard English Test C2.
* Instrumental English. Central University of Venezuela UCV.
* Intermediate English. INCES.