About Me
We have open positions for Applied Scientist Intern! Please contact me if you are interested in working on LLM for ranking!
Dr. Jiri Gesi is an Applied Scientist with a focus on enhancing the search experience by leveraging Artificial Intelligence (AI) techniques at Amazon Search. At the core of my work is the innovative use of state-of-the-art AI techniques to deeply understand customer shopping intentions. My goal is to deliver an unparalleled search experience that not only understands but anticipates the needs of each customer. By harnessing AI, I aim to curate product recommendations that align with individual preferences, search history, and multiple objectives like price, quality, shipping distance, and delivery time.
My journey into the world of machine learning and AI began during my PhD studies at the University of California, Irvine, where I had the privilege of working under the guidance of Prof. Iftekhar Ahmed. My research was dedicated to applying machine learning algorithms to comprehend programming languages, which paved the way for developing tools that assist developers in creating superior software systems more efficiently. Before joining UC Irvine, he was a Machine Learning Engineer at Ford, USA.
Professional Services
Program co-chair/committee member:
- (PC member)The 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024)
- (PC member) The 21st International conference on Mining Software Repositories (MSR 2024)
- (Industry Chair) The International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2024)
- (PC member) ACM International Conference on AI-powered Software (AIware 2024)
Paper reviewer
- Transactions on Intelligent Systems and Technology 2024
- The 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024)
- Transactions on Software Engineering and Methodology 2024
- 21st International conference on Mining Software Repositories (MSR 2024)
- The 4th International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2024)
- Transactions on Software Engineering and Methodology 2023
- Empirical Software Engineering Journal, 2021
Personal News
- 03/2024 📢 Our paper Towards Robustness Analysis of E-commerce Ranking System is accepted in the WWW (The Web) 2024 Conference.
- 09/2023 📢 Jiri joined Amazon A9 (Search Science and AI) as an Applied Scientist
- 12/2022 📢 Our paper “Leveraging Feature Bias for Scalable Misprediction Explanation of Machine Learning Models” is accepted in ICSE 2023
- 06/2022 📢 Jiri interned at Amazon A9 (Search Science and AI) as an Applied Scientist Intern
- 01/2022 📢 Jiri got PhD research fellowship funding from eBay for 2022
- 12/2021 📢 Jiri advances to Ph.D. candidate at the school of Information and Computer Science, UC Irvine
- 04/2021 📢 Our paper “An Empirical Examination of the Impact of Bias on Just-in-time Defect Prediction” is accepted in ESEM 2021
- 03/2021 📢 Our paper “Evaluating and Improving Static Analysis Tools Via Differential Mutation Analysis” is accepted in QRS 2021
- 01/2021 📢 Jiri got PhD research fellowship funding from eBay for 2021
- 09/2019 📢 Jiri is awarded 2019 Chair’s Award from Donald Bren School of Information and Computer Sciences Department
This site has been vistited
daily/total times since Feb 1, 2022.