Austin Louque
Denham Springs,LA
Summary
Experienced in developing and deploying machine learning models including LLMs and CNNs. Proficient in Python, TensorFlow, and data analysis. Collaborative teamwork skills and adaptability enable thriving in dynamic environments, consistently driving impactful outcomes. Focused on continuous learning and problem-solving, a reliable contributor committed to delivering high-quality work.
Overview
3
3
years of professional experience
Work History
LLM Application Developer
BASF
01.2025 - Current
- Develop a pipeline to decrease time spent on searching for company information through the use of an LLM
- Utilize vector databases to store embeddings for documents in order to perform fast searches utilizing a RAG pipeline
- Perform clustering and create knowledge graphs to determine effectiveness of embedding accuracy and to create relevant tags for documents
Data Analyst
Louisiana State University
05.2024 - Current
- Collected and compiled large visual datasets, ensuring comprehensive and accurate data for analysis and machine learning applications
- Performed data cleaning and preprocessing tasks, including image annotation, outlier detection, and data normalization to ensure data quality and consistency
- Collaborated with data scientists and engineers to understand data requirements and provide insights that improved model development and performance
- Annotated datasets with relevant labels to prepare data for machine learning models, improving model accuracy and relevance
Machine Learning Scientist
Louisiana Sea Grant
05.2024 - Current
- Developed and deployed computer vision models using Python and libraries such as TensorFlow to perform tasks like object detection, image segmentation, and image classification
- Applied data augmentation strategies to increase the diversity and size of training datasets, avoid overfitting and improving model versatility
- Enhanced object detection models by implementing and optimizing Intersection over Union (IoU) metrics for performance evaluation, leading to significant improvements in model accuracy and object localization precision
Mathematics Tutor
Mathnasium
04.2022 - Current
- Provided one-on-one and group tutoring sessions to students of various ages, focusing on strengthening their understanding of mathematical concepts and improving problem-solving skills
- Collaborated with parents and teachers to discuss student progress, set academic goals, and provide recommendations for additional support or resources
- Maintained accurate records of student attendance, progress, and performance, contributing to effective tracking and reporting of educational outcomes
Education
College of Engineering - Computer Science - Software Engineering, Mathematics
Louisiana State University (LSU)
Baton Rouge, LA05.2026
Skills
- Python
- Java
- TensorFlow
- PyTorch
- Pandas
- NumPy
- ImageJ
- GitHub
- ChromaDB
- Postgres
- Communication
- Team Collaboration
Timeline
LLM Application Developer
BASF
01.2025 - Current
Data Analyst
Louisiana State University
05.2024 - Current
Machine Learning Scientist
Louisiana Sea Grant
05.2024 - Current
Mathematics Tutor
Mathnasium
04.2022 - Current
College of Engineering - Computer Science - Software Engineering, Mathematics
Louisiana State University (LSU)
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