kollit.ai
LiveA prediction-based trading strategy calculator for investments using statistics, machine learning and game theory.
Machine LearningStatisticsGame TheoryPython
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Chapter 01
What I've Built
News Coverage Comparison
ArchivedA news website that lets users compare news coverages from around the world, built with NLP and Graph Theory.
NLPGraph TheoryFull-StackPython
Crypto Trading Framework
ArchivedAn algorithmic trading framework for crypto currencies with backtesting and strategy optimization.
PythonFinanceAlgorithms
Chapter 02
My Research
arXiv
Testing For Distribution Shifts with Conditional Conformal Test Martingales
S. Shaer, Yarin Bar, Y. Romano
NeurIPS
CVPR
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer
Y. Kittenplon, I. Lavi, S. Fogel, Yarin Bar, R. Manmatha, P. Perona
Chapter 03
My Journey
Built kollit.ai
2024Founder & Developer
A prediction-based trading strategy calculator for investments. Using statistics, machine learning and game theory. Designed, developed and launched.
Head of Algorithm Development
2023 – 2025cathAlert
Computer vision, large models and algorithm development for medical imagery.
Developed a News Comparison Website
2021 – 2022Developer
Using NLP & Graph Theory, planned, developed, and launched a news website that lets users compare news coverages from around the world.
Applied Scientist Student
2021 – 2022Amazon AWS – AI Research
Developing computer vision and data science algorithms using neural networks.
Neural Network Research Project
2020Technion
Participated in a research project on time-frequency joint attention neural network architectures.
Research Internship
2019 – 2020National Tsing Hua University, Taiwan
Developed an algorithm that overcomes adversarial attacks with neural networks.
Algorithmic Trading Framework
2019Developer
Designed and built an algorithmic trading framework for crypto currencies.
Chapter 04
My Foundation
M.Sc. in Computer Science
Technion – Israel Institute of Technology · 2021 – 2024
GPA: 96Prof. Yaniv Romano
B.Sc. in Computer Science
Technion – Israel Institute of Technology · 2017 – 2021
GPA: 88PEF Excellence Scholarship