Éderson André de Souza

Python | Scala | LLM | Langchain | Machine Learning | Data Scientist | Computer Vision

Passionate Data Scientist and Computer Vision Engineer with a proven track record of leveraging machine learning to create value-driven solutions that enhance company outcomes and customer experiences. Specializing in insurance underwriting models, I have demonstrated adaptability and a keen interest in exploring new domains.

My expertise lies in building robust Python and Scala applications for diverse purposes, including production line inspections where I develop applications that capture real-time images from cameras, extracting crucial data for quality assurance and production metrics.

Key Areas of Expertise:

Data Science: Proficient in both Supervised and Unsupervised Learning, with a strong background in recommenders, forecasting, classification, and anomaly detection.
Computer Vision: Skilled in image classification and object detection using Pytorch and TensorFlow, and experienced in utilizing OpenCV for various vision tasks.
LLM: Utilizing LLM in conjunction with Langchain for RAG systems, focusing on task automation and interactions with APIs.
Knowledge in: MLOps, Deep Learning, NLP, BI with Power-BI, and Insurance Underwriting Models.

Main Tools: Python, Scala, Jupyter Notebooks, VS Code, Git, Numpy, Pandas, Sklearn, Pytorch, Airflow, DVC, MLFlow, Docker, OpenCV.