Linda Perez
@lindaperez
About
Python, PyTorch/TensorFlow, Linux, Spark, Docker/Kubernetes, AWS/GCP.
Skills & Technologies
Projects & Repositories
Recent public projects and repositories from this profile.
NLP_Housing_Vector_DB
Jupyter NotebookA Retrieval-Augmented Generation (RAG) system designed to provide information contextually relevant housing assistance information (e.g., rental assistance programs, affordable housing listings, tenant rights) specifically tailored for students and low-income populations in some California cities.
CreditRiskRAG
Jupyter NotebookCrediRisk RAG predicts loan default risk using Lending Club data, LightGBM, DistilBERT, and SHAP, then uses retrieval-augmented generation to draft policy-grounded adverse action explanations from ECOA, Regulation B, FCRA, and CFPB guidance.
ds-multi-agent-system
Pythonmulti-agent-system for Data Ingestion, EDA, Preprocessing, Clustering, Interpretation, Reporting for unlabeled data. Simplifying the tasks of encountering clusters in the data for informed decisions.
lindaperez.github.io
JavaScriptNo project description available.
DB_QueryMinds
CSSNo project description available.
CV_Image_pose_detection
Jupyter Notebook- Image pose detection