Jose Salerno Portfolio
About me
I am a graduate of the Master of Science in Business Analytics program at the Questrom School of Business, Boston University, and I hold a Bachelor's degree in Finance from Florida International University (FIU).

My passion is in the field of Data Science, particularly in developing multi-agent workflows, retrieval-augmented generative agents, and generative AI systems that improve task optimization and automation. I am also deeply interested in analyzing data comprehensively, using statistical methods to derive insights, and creating machine learning algorithms to generate outcomes.
Analytical Projects
ReAct Financial Agent
Under construction..
End-to-end data pipeline for financial news and stock data. Extracts, transforms, and loads data from AlphaVantage using Prefect, GCP, and BigQuery. Integrates MLOps and LLMOps with NLP, RAG, and PyTorch deep learning to predict stock prices and provide investment decisions.
Developed neural network models, including CNNs and ResNet-18, to accurately classify diverse traffic signs using PyTorch. Utilized data augmentation and fine-tuned pre-trained weights, achieving 96% testing accuracy. Leveraged Weights & Biases for hyperparameter optimization.
Developed machine learning models to predict risk factors contributing to species extinction by analyzing relationships among species, environmental factors, and climate variables. Trained Logistic Regression, Random Forest, XGBoost, and Support Vector Classifier models, with the best achieving an AUC score of 0.87.
Exploratory data analysis (EDA) and statistical analysis of the 2018 MLB dataset using SQL to create recommendations for the Boston Red Sox. Developed Tableau Dashboard to display teams statistics and recommendation analysis.
Skills and Tools
Resume

PDF file

JS_Resume_Aug2025.pdf

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