Austin Louque
Prairieville,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/LSU
Baton Rouge, Louisiana
01.2025 - 05.2025
- Develop a pipeline to decrease the 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 the effectiveness of embedding accuracy and to create relevant tags for documents.
- Perform clustering and create knowledge graphs to determine the effectiveness of embedding accuracy and to create relevant tags for documents.
Machine Learning Scientist
Louisiana State University
Baton Rouge, LA
05.2024 - Current
- Assisting in developing image recognition software for quantitative assessment.
- Applied data augmentation strategies to increase the diversity and size of training datasets, avoid overfitting, and improve 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 Teacher
Mathnasium
Prairieville
03.2022 - Current
- Designed and implemented assessments to measure progress towards academic standards
- Used instructional and tutoring strategies to help students explore foundational concepts in mathematics
- Developed lesson plans and supplementary materials to meet basic instructional philosophy and congruent with course standards
- Offered after-school help sessions for students needing extra support.
Education
Bachelor of Science - Software Engineering/Mathematics
Louisiana State University
12-2026
Skills
- Python
- React
- ImageJ
- PostgreSQL
- ChromaDB
- Keras
- Tensorflow
- Pytorch
- Machine Learning Techniques
Timeline
LLM Application Developer
BASF/LSU
01.2025 - 05.2025
Machine Learning Scientist
Louisiana State University
05.2024 - Current
Mathematics Teacher
Mathnasium
03.2022 - Current
Bachelor of Science - Software Engineering/Mathematics
Louisiana State University
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