Project 01
Used Car Price Analysis & Prediction
Exploratory analysis and price prediction on 10,000 used-car records, from bootstrap group comparisons to KNN classification and linear regression.
- Python
- Pandas
- NumPy
- scikit-learn
- Matplotlib
JonathanZada
Information Systems Engineering student at the Technion focused on data analysis, data systems, and machine learning.
Projects
Project 02
Econometrics: Panel Data Analysis
A panel-data study in R of whether shall-carry laws are associated with violent-crime rates across 51 US jurisdictions from 1977 to 1999.
- R
- plm
- nlme
Project 03
Football Transfer & Performance Simulator
A squad-management web app where transfer and lineup decisions are tested by an ML match-simulation engine, built as four Docker services.
- Flask
- scikit-learn
- MongoDB
- React
- Docker Compose
Project 04
Clinic Queue Manager
Clinic queues, early departures, and workload statistics in logarithmic time, built on four coordinated 2-3 tree indexes in Java.
- Java
- Augmented 2-3 trees
- Subtree aggregates
Background
Education
B.Sc. Information Systems Engineering
Technion - Israel Institute of Technology
2024-Present, third-year student
Relevant coursework
Databases, Machine Learning, Data Analysis, Probability and Statistics, Experimental Design, Data Structures and Algorithms, Software Engineering, Software Development for Machine Learning.
Military service
Israel Defense Forces, commanding and technical role
2019-2022
- Led six technicians supporting 24/7 operations across 15 sites.
- Coordinated incident response and maintained sensor and command-center data flows.
- Diagnosed faults in Elbit MARS systems to support operational readiness.
- Trained new technicians.
- Received a Gold honorable discharge certificate and a special evaluation certificate.
Skills
- Programming
- Python, SQL, C, R (basic), Java (basic)
- Data analysis and ML
- Pandas, NumPy, scikit-learn, Matplotlib, Seaborn, Exploratory data analysis, Feature engineering, Regression, Classification, Cross-validation, Hypothesis testing
- Databases
- SQL Server, MongoDB, Relational data modeling, ER diagrams, Views
- Development tools
- Git, Docker Compose, Flask, REST APIs, pytest, React (project experience)
Languages
- Hebrew
- Native
- English
- Full professional proficiency
Activities
- Moshal Program
- Selected to take part in a unique international program that empowers ambitious and talented undergraduate students with high academic potential, equipping them with cutting-edge tools and a versatile skill set to foster growth both personally and professionally.
- T-Hub
- Participant in Technion innovation and entrepreneurship workshops and activities.
Contact
I am looking for a student data role and am available up to three working days per week.
- Resume
- Download PDF