Jake Karas

Proficient in Python and machine learning, leveraging data analysis and visualization to optimize project outcomes. Proven track record of increasing team productivity and delivering exceptional results in large-scale projects. Currently seeking entry-level opportunities in the technology sector that align with academic expertise and ongoing studies. Experienced 3D Designer with a focus on innovative attachment methods and advanced computer-aided design at Adena Corporation.

2021-2023, New Student Orientation Leader

2021-2023,  Presented strategies and led inclusion initiatives for neurodivergent student inclusion at the university level.

2021-2023, Assisted University Disabilities Coordinator with various student fairs to bring attention to students disabilities support is available if needed.

2021-2022, Student Government Computer Engineering Representative

• Python 2025
• SolidWorks 2024
• Rhino 3D 2023
• Currently studying: Cybersecurity CompTIA
• Currently studying: TensorFlow

Created neural network regression models with TensorFlow (Determining health insurance prices for patients based on several factors regarding their health)., Analyzed datasets using Pandas, Matplotlib, Seaborn (Analyzing and visualizing Fandango intentionally increasing movie scores compared to other rating websites)., Built regression and classification machine learning models (Predicting house prices based on various features; classifying underwater objects as either rocks or mines using the K-Nearest Neighbors Algorithm), decision trees and cohort analysis (Predicting whether or not customers of an internet provider will churn), text classification (NLP & Naïve Bayes) (Using keywords from movie reviews to determine if the review was positive or negative)., Applied unsupervised learning for color quantization (Reducing the number of unique colors in an image)., Created an ML model API for real-time predictions., Autonomous Golf Cart, 12/23, Developed corrective steering using Arduino Nano & Raspberry Pi, enhancing efficiency., Adena Corporation, Lakeland, FL, 3D Designer, 01/24, 01/25, Internship, 05/23, 08/23, Designed 3D models & 2D drawings for Disney's EPCOT Journey of Water & Meow Wolf: Radio Tave., Innovated attachment methods for large-scale projects., Mastered Rhino 3D, training teammates to improve productivity.