Ana Carolina
Think. Code. Solve.
I am interested in Data Engineering and Artificial Intelligence, and I aim to apply best practices in building data-driven pipelines and solutions within collaborative and innovative environments.
About Me
Quick Facts
Current Role
🤖 Developer and Research Student at University Federal of Bahia
Education
🏗️ Federal University of Bahia, Bachelor’s in Interdisciplinary Science, Technology, and Innovation and Computer Science 🤖
Languages
Interests
Skills
Multidisciplinary professional with experience in Customer Experience, scientific research, data analysis, machine learning, and the development of computational solutions applied to real-world problems in academic and technology-driven environments.
Programming & Scientific Software Development
Development of computational solutions for scientific research and applied projects using Python and R. Experience with data pipelines, scripting, interactive notebooks (Jupyter), process automation, and version control using Git and GitHub.
Machine Learning & Artificial Intelligence
Application and research of Machine Learning techniques, including supervised learning, neural networks, and deep learning. Experience with computer vision, ML-generated 3D models, real-time rendering pipelines, and educational AI applications.
Data Analysis, Statistics & Modeling
Experience in exploratory data analysis (EDA), statistical modeling, parameter estimation, and calibration methods. Skilled in working with structured datasets, regular expressions (Regex), text mining, and relational databases.
Scientific Computing, Systems & DevOps Foundations
Hands-on experience with Linux-based environments, containerization using Docker, and scripting with Bash. Foundational knowledge of operating systems, embedded systems, and execution time data collection for real-time systems.
Academic Leadership, Collaboration & Inclusion
Founder and Executive President of an academic league, leading multidisciplinary study groups and technical projects. Strong collaboration skills, experience in knowledge sharing, technical documentation, and promotion of diversity and inclusion in STEM.
Customer Experience, Communication & Process Improvement
Professional experience in customer support, user journey analysis, and problem resolution. Worked with KPIs, service metrics, and continuous process improvement, supporting data-driven decision-making and effective stakeholder communication.
Experience
Experience in Customer Experience, Data Analysis, Machine Learning, and Scientific Research, with a strong academic background in computational modeling, real-time systems, and applied AI.
Juros Baixos Company
Customer Experience Intern
Financial company focused on improving customer access to credit and financial solutions.
Key Achievements
- Provided direct customer service focused on problem resolution and customer engagement
- Analyzed the complete customer journey to support continuous improvement in CX processes
- Worked with service automation, KPI tracking, and performance measurement
- Supported the implementation of improvements based on customer feedback and service metrics
Federal University of Bahia (UFBA)
Scientific Initiation Researcher (PIBIC/CNPq)
Public federal university and research institution.
Key Achievements
- Research on collecting and analyzing execution time data for real-time system projects
- Defined conditions to ensure reliable estimation of worst-case execution time (WCET)
- Collected and analyzed execution data across multiple scenarios and platforms
- Correlated data characteristics with maximum execution time estimates
Federal University of Bahia (UFBA)
Scientific Initiation Researcher
Research project developed at TOMORROW Training Center – FAPEX.
Key Achievements
- Researched real-time 3D scenario rendering using machine learning–generated models
- Investigated Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS)
- Tested and proposed optimizations for real-time image synthesis
- Focused on performance, visual quality, and real-time constraints
Federal University of Bahia (UFBA)
Scientific Initiation Researcher (PIBIC/CNPq)
Research focused on mathematical and computational epidemiology.
Key Achievements
- Studied and implemented calibration and parameter estimation methods
- Applied numerical methods to epidemiological mathematical models
- Worked with time-dependent data and model validation
- Developed scientific communication and project management skills
Federal University of Bahia (UFBA)
Scientific Initiation Researcher (PIBIC/CNPq)
Software-oriented research project in computational linguistics.
Key Achievements
- Developed a graphical interface for the PALAVRAS parser
- Used the R Shiny package for interactive application development
- Worked with backend concepts and API communication
- Enhanced skills in collaboration and technical documentation
Federal University of Bahia (UFBA)
Scientific Initiation Researcher (PIBIC/CNPq)
Introductory research project focused on data analysis.
Key Achievements
- Performed data processing and text mining tasks
- Developed data visualization and exploratory analysis pipelines
- Worked with structured databases and data modeling
- Strengthened problem-solving and teamwork skills
Federal University of Bahia (UFBA)
Executive President & Founder – Academic League Robôchicas
Academic league focused on Computer Vision applied to Educational Robotics.
Key Achievements
- Led a study group in computer vision and educational robotics
- Organized theoretical and practical activities in AI and data science
- Developed projects using machine learning, deep learning, and image processing
- Promoted initiatives encouraging girls and women to pursue STEM careers
Tech Stack
Technical expertise spanning software development, AI/ML, and engineering technologies.
Programming Languages
Web Fundamentals
Backend Frameworks
Query Languages
Databases
Data Science
AI/ML Frameworks
Development Tools
Development Tools
Let's Connect
Send me a message
Contact Information
Let's connect! I'm always interested in hearing about new projects and opportunities.
GitHub
github.com/carolbalbsLocation
Salvador, Brazil