Machine Learning Engineer at R&D branch
Management Solutions
Keywords
Artificial Intelligence
Large Language Models
Deep Learning
Algorithms
Computer Vision
Data Infrastructure
Network Security
Machine Learning
Algorithm Design
Amazon Web Services
Skills
Machine Learning and Deep Learning
Expertise in large language model (LLM) application development and deep learning across frameworks, with a focus on computer vision.
AI Algorithm Development
Experience in developing and improving AI algorithms, such as the GreenLightning AI algorithm, leading to significant performance enhancements.
LLM Applications
Proficiency in developing and deploying LLM applications, including policy chatbots using Retrieval-Augmented Generation.
Deep Learning Frameworks
Proficiency in Keras 3, JAX, Tensorflow, PyTorch, and GPU distributed training for AI model development.
Cloud and Web Technologies
Experience with AWS services (Bedrock, Route53, EC2), Vue/React, and web-scrapping techniques for building robust AI applications.
Data Infrastructure
Knowledge in deploying and managing data infrastructure using tools like Oracle, DB2, Zabbix, and ELK Stack.
Network Security
Capability to build secured HTTPS proxies and implement network security measures for protecting AI applications.
Expertise in large language model (LLM) application development and deep learning across frameworks, with a focus on computer vision.
AI Algorithm Development
Experience in developing and improving AI algorithms, such as the GreenLightning AI algorithm, leading to significant performance enhancements.
LLM Applications
Proficiency in developing and deploying LLM applications, including policy chatbots using Retrieval-Augmented Generation.
Deep Learning Frameworks
Proficiency in Keras 3, JAX, Tensorflow, PyTorch, and GPU distributed training for AI model development.
Cloud and Web Technologies
Experience with AWS services (Bedrock, Route53, EC2), Vue/React, and web-scrapping techniques for building robust AI applications.
Data Infrastructure
Knowledge in deploying and managing data infrastructure using tools like Oracle, DB2, Zabbix, and ELK Stack.
Network Security
Capability to build secured HTTPS proxies and implement network security measures for protecting AI applications.
Project history
11/2022
-
11/2024
Achieved 100x performance improvements in the GreenLightning AI algorithm. Developed and deployed LLM applications, including a policy chatbot. Built secured HTTPS proxy for firm's applications.
01/2023
-
02/2023
Developer
Personal Project
Developed a VSCode extension for multiplayer Pong with coworkers over P2P connections.
02/2022
-
07/2022
Research Internship
Computational Intelligence Group
Developed a new Bayesian Network classifier for mixed-variable multiclass datasets, surpassing random forests accuracy by +3% while retaining model explainability.
07/2020
-
09/2020
Summer Internship
Instituto de Ingeniería del Conocimiento
Deployed monitoring infrastructure of Oracle and DB2 servers using Zabbix, integrating data with ELK Stack.
Local Availability
Open to travel worldwide
