Giuseppe Bianco

Engineering student versed in reviewing plans, writing reports, researching solutions and implementing company procedures. Willingness to learn, follow instructions, and work cooperatively within team environments. Computer competencies include various CAD programs and MS Office applications.

• Florida International University, Miami, FL, 08/2019, 04/2024, Graduate Research Assistant, Developed ML solutions for materials engineering research employing appropriate data-driven technologies using TensorFlow, Pytorch, Sklearn, Pandas, and other ML strategies funded by $23.3M worth of grants from the Army Research Laboratory, Army Research Office, and Department of Energy., Created self-curated databases from experiments and simulations with up to ~500K instances to train models for estimating mechanical and oxidation properties and optimizing processing methods., Published 4 first-authored ML-related peer-reviewed scientific articles and collaborated on +10 technical documents such as grant proposals and technical reports meeting federal entities' requirements., Feed-forward neural Networks, Convolutional Neural Networks, Long Short-Term Memory, Generative Adversarial Networks, BERT, LLMs, ensemble of ML, Technical Writing, Analytical Thinking
• Cool & Start Aviation, Miami, FL, 05/2019, 08/2019, Mechanical Engineer Intern, Designed over 30 tools and fixtures to repair airplane A/C utilizing SolidWorks while meeting Federal Aviation Administration requirements., Increased the company's repair capabilities for airplane A/C components by ~30% through identifying new candidate parts in airplane repair manuals and verifying their accuracy with database records and technicians., Monitored warehouse consumables, yielding savings of ~$10k with improvements such as organization by categories of tools and virtual tracking using radio-frequency identification., FEM, mechanical design (shafts, gears, welding), Ansys, CAD, SolidWorks, AutoCAD, manufacturing, tolerancing