Arnon Ilani
Junior Data Scientist
Tel Aviv
Summary
As a recent Master's graduate in Computer Science from Ben-Gurion University, I specialize in machine learning, with a focus on integrating Large Language Models, including ChatGPT 3.5, to enhance machine learning tasks. My thesis, "Common Public Knowledge for Enhancing Machine Learning Data Sets," demonstrating this approach, was accepted at ApPLIED2023. I hold a Bachelor of Science in Communication Systems Engineering from Ben-Gurion University, underpinning my technical expertise. My practical experience extends to software development, particularly in Android application development. This academic and professional background equips me uniquely for advancing in the field of machine learning research.
Overview
12
12
years of professional experience
7
7
years of post-secondary education
Work History
Mobile Application Developer
Mobile Research Labs
06.2013 - 04.2020
- Responsible for over five different mobile clients (apps) in client-server system.
- Increased apps stability significantly by incorporating Crashlytics into the code. Cutting development time for solving issues from weeks to minutes.
- Software development on Android OS including client-server issues, GUI and UX issues, on-device testing, and customer feedback.
Freelance Developer
01.2010 - 01.2013
- Worked on small projects and developed my own ideas
- Also moved to China for Chinese language studies at Xiamen University. Graduated beginners-level Mandarin.
Embedded Software Programmer
Plurality
01.2008 - 01.2010
- Porting, redesign, and optimization of applications and leading benchmarks on Plurality's unique processor architecture.
- Implementation, simulations, and algorithmic tuning to achieve accuracy, granularity, and scalability.
- Developed FPGA-acceleration boards including PCIe control integration, IO operations, Mailbox functionality, etc.
Education
Master of Science - MS - Computer Science
Ben-Gurion University of The Negev
Beersheba, 10.2020 - 10.2023
Bachelor of Science (BSc) - Communication Systems Engineering
Ben-Gurion University of The Negev
Beersheba, 10.1999 - 10.2003
Skills
Large Language Models (LLM)
Machine Learning
Decision Trees
Data Science Research Methods
Self Motivation
Analytical Skills
Excellent Communication
Free time
I enjoy traveling around the world, hiking in nature, and experiencing the wonders of scuba diving underwater.
Timeline
Master of Science - MS - Computer Science
Ben-Gurion University of The Negev
10.2020 - 10.2023
Mobile Application Developer
Mobile Research Labs
06.2013 - 04.2020
Freelance Developer
01.2010 - 01.2013
Embedded Software Programmer
Plurality
01.2008 - 01.2010
Bachelor of Science (BSc) - Communication Systems Engineering
Ben-Gurion University of The Negev
10.1999 - 10.2003