Caio Barros Email & Phone Number

Experienced in using Machine Learning and Data Science to research and develop Artificial Intelligence (AI) applications. Emphasis on Python and its various libraries to create innovative technologies for process automation, time optimization, decision-making, pattern recognition, and automatic validations. Involved in projects from the initial stages: data understanding, data analysis, and research to software development and model deployment in production.Graduated in Computer Engineering from UFC, currently working in the Generative AI (GenAI) field. Presently focused on developing AI solutions utilizing Large Language Models (LLMs), leveraging techniques like Retrieval-Augmented Generation (RAG) with Vector Databases and Prompt Engineering (involving Information Retrieval) within the LangChain framework. Additional experience includes Data Science, Machine Learning, synthetic data generation (GANs, VAEs), Cognitive Computing, Test Automation, and Data Analysis. Proficiency in Agile Methodologies (Scrum, Kanban) and effective communication and presentation in English.Key competencies include:- Expertise in Python programming (Pandas, Tensorflow, Keras, Scikit-learn, Pytorch, etc)- Machine Learning and Deep Learning model implementation- Experimentation of Large Language Models (LLMs) via API and locally for applications (Streamlit)- Prompt Engineering, RAG, LangChain, LangGraph- Natural Language Processing (NLP) and Optical Character Recognition (OCR)- Data extraction, processing, and loading (ETL/ELT) for business intelligence (BI)- Relational and non-relational databases (SQL, NoSQL)- API development using FastAPI/Flask/Django- Messaging systems with RabbitMQ- MLOps with Airflow for process orchestration- Code versioning using Git (gitflow)- Agile project management with Jira/Azure DevOps TFS- DevOps practices with Docker and KubernetesSkills in fields involving Data Science, Machine Learning, LLM, Generative AI, AI Engineer, AI Researcher, Computer Vision, Cognitive Computing, and Data AnalysisCertificates:- Oracle Cloud Infrastructure 2024 Generative AI Professional (1Z0-1127-24)- Astronomer Certification for Apache Airflow Fundamentalse-mail: caiobarrosufc@gmail.comGitHub: https://github.com/caiocmb7/portfolio