JARYT D. SALVO
Data Scientist & Machine Learning Engineer
Current Teaching Work
Computers 6 — Microsoft Office Suite
Hudson Memorial School · Aug 2025 – Present
Computers Teacher (Grades 6-8)
Digital productivity through the Microsoft Office Suite.
- Microsoft Word — professional document creation, formatting, images, tables, layout, and research reports
- Microsoft PowerPoint — presentation design, views, visuals, transitions, animations, speaker notes, and mini-movies
- Microsoft Excel — spreadsheets, formulas, functions, conditional formatting, tables, charts, and data integration
Computers 7 — Computational Thinking & Web Development
Hudson Memorial School · Aug 2025 – Present
Computers Teacher (Grades 6-8)
Computational thinking and web development.
- Problem Solving — Define, Prepare, Try, Reflect; problem types; and constraints
- HTML & CSS — HTML structure, CSS styling, classes, images, copyright, and accessibility
- Multi-Page Websites — Divs, Flexbox, links, pseudo-classes, wireframes, and team websites
Computers 8 — Functional Programming in Clojure
Hudson Memorial School · Aug 2025 – Present
Computers Teacher (Grades 6-8)
Functional programming with Clojure through a REPL-first, project-based sequence.
- Foundations & Logic — programming foundations, prefix notation, functions, predicates, conditionals, and truth tables
- Collections & Iteration — hash-maps, vectors, sets, immutability, generators, and loops
- The Bakery Project — robot commands, helper functions, DRY code, predicates, sets, and bakery iteration
- Algorithms — higher-order functions, pipelines, algorithm choices, tracing, teaching, and live REPL demonstrations
Featured Projects
Tract-Level Crime Forecasting with Prophet
Spring 2025Bowling Green State University
Implemented Meta's Prophet across six crime categories and 90+ Toledo census tracts on 500K+ records (~85% accuracy in project evaluation), capturing seasonality and holiday effects
MLOps Pipeline for Brain Tumor Detection (TDA + Deep Learning)
Spring 2024Bowling Green State University
Built a reproducible training/ops pipeline with DVC and GitHub Actions (framed with Docker / MLflow / Airflow patterns) for clinical imaging models
Data Science with Clojure
Jan 2024 – Jan 2025Bowling Green State University
Interactive environment for exploring data science concepts through hands-on Clojure notebooks
Statistical Computing in Clojure: Functional Approaches to Unsupervised Learning
Feb 2024Bowling Green State University
Implemented numerically stable algorithms for statistical computations
Unsupervised Learning with Autoencoders
Feb 2024Bowling Green State University
Implemented convolutional autoencoders for image denoising
Promotional Video – EMCU
Jan 2023 – Apr 2023Eswatini Medical Christian University
Created promotional video highlighting university features and programs
Video Presentations
PCA in Clojure with Neanderthal
2024
- Demonstrated implementation of Principal Component Analysis using Clojure's Neanderthal library
- Covered mathematical foundations, optimization techniques, and practical applications
- Showcased performance comparisons with Python's scikit-learn implementation
MLOps and Topological Analysis for Brain Tumor Detection
2024
- Presented novel approach combining topological data analysis with deep learning for tumor detection
- Demonstrated MLOps pipeline implementation using DVC and GitHub Actions
- Achieved 92% accuracy in tumor classification using ensemble approach
Mall Customer Cluster Analysis
2021
- Analyzed customer segmentation using K-means and hierarchical clustering
- Demonstrated feature engineering techniques for demographic data
- Identified 4 distinct customer segments with actionable insights
Regression Analysis: State Spending on Education
2021
- Presented multivariate regression analysis of education funding across 50 states
- Demonstrated model selection and validation techniques
- Identified key predictors explaining 85% of funding variance
Recent Publications
Forecasting Crime Trends in Toledo, Ohio: A Prophet-Based Modeling Approach
Academy of Criminal Justice Science 62nd Annual Meeting · March 2025
Brain Tumor Detection with Topological Data Analysis and MLOps
Technical Blog Publication · 2024
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