Giovanni Cascone

COMPUTER ENGINEERING · MACHINE LEARNING

Building useful
intelligence.

I’m Giovanni — an Italian computer engineer in California, turning research, data, and ambitious ideas into reliable software.

Portrait of Giovanni Cascone
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01 — ABOUT ME

A global perspective.
A practical mindset.

I’m from Italy and currently pursuing a Master’s degree in Computer Engineering, specializing in Machine Learning, at San José State University. Alongside my studies, I work as a Machine Learning Engineer at Aerendir Mobile Inc., where I turn advanced research into practical technology with real-world impact.

Before graduate school, I earned my Bachelor’s degree in Computer Science magna cum laude at Southwest Baptist University. As a four-year soccer captain, I learned that the best systems — on the field or in production — are built through clarity, trust, and composure under pressure.

View my resume ↗

02 — EDUCATION

The foundation
behind the work.

SBUSouthwest Baptist
02

Bachelor of Science
Computer Science

Southwest Baptist University · Missouri

2022 — 2025
ITScafati, Italy
03

Scientific Secondary
High School

Renato Caccioppoli · Scafati, Italy

2016 — 2021
AWS
academy

CERTIFICATION

AWS Academy
Cloud Foundations

Amazon Web Services Academy Graduate · 2025

03 — EXPERIENCE

Learning by
building things.

2026 — PRESENTAerendir Mobile Inc.

Machine Learning Engineer

Aerendir Mobile Inc.

  • Developing and evaluating ML models for physiological tremor-based biometric authentication in the NeuroPrint project.
  • Built and benchmarked age-classification models achieving over 91% accuracy, then engineered a lower-frequency web service with performance close to the native app.

PYTHON · PYTORCH · CLASSIFICATION · BIOMETRICS

JUNE — AUG 202502

Embedded Software Developer

Hacca Impianti

  • Developed embedded C++ firmware on an Arduino Opta PLC to control an industrial material-transport machine.
  • Built a Wi-Fi access point and embedded web interface for real-time configuration, with diagnostics and safety interlocks.

C++ · ARDUINO · PLC · EMBEDDED SYSTEMS

AUG 2024 — MAY 202503

Software Developer

Jack Henry Project

  • Built a full-stack Django app replacing a manual Google Sheets capitalization workflow for tracking engineering labor.
  • Implemented role-based access, CRUD workflows, CSV reporting, Docker, and audit-ready historical data.

DJANGO · SQL · DOCKER · FULL-STACK

2006 — 202504

Soccer Player & Captain

Italy · Southwest Baptist University

  • Competitive player since age four, including Italian Serie C and four years of NCAA Division II experience in the United States.

LEADERSHIP · TEAMWORK · DISCIPLINE

04 — TOOLKIT

Tools I use to
make ideas real.

PythonPyTorchTensorFlowScikit-learnDeep LearningLarge Language ModelsOpenCVMediaPipeAutoMLCNNsXGBoostRandom ForestGradient BoostingSVMMLPKNNFeature EngineeringModel CalibrationClassificationRegressionFastAPIDjangoFull-Stack WebHTML / CSSJavaScriptWeb APIsResponsive DesignREST APIsDockerSQLC++CAndroid SDKAndroid NDKJNICMakeAPK Build & PackagingiOS DevelopmentSwiftXcodeApple DeveloperGit / GitHubLinuxArduino

05 — SELECTED PROJECTS

Curiosity,
shipped.

02 / 03

ML / AI ENGINEERING · 2026

AI Checker

An end-to-end AI-video detection system that combines face-first inference with forensic signals, temporal analysis, and evidence-frame traceability.

03 / 03

ML / AI ENGINEERING · SJSU · 2026

AutoPrognosis

A hybrid predictive-maintenance framework for Remaining Useful Life prediction in hybrid electric vehicles, trained on a unified 160K-sample dataset.

06 — CONTACT

Have a good idea?
Let’s make it real.

I’m always open to thoughtful conversations about machine learning, software, and meaningful opportunities.

casconegb@gmail.com ↗
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