Company Info for ac.il | IcebreakerMembers
I lead bioinformatics innovation and development, driving the creation of predictive models and integrative analytics that bridge data science and translational medicine. My expertise spans systems biology, multi-omics integration, population genetics, and advanced machine learning, with a proven track record of guiding teams to deliver impactful solutions in biomedical research.
I have developed and optimized analytical methods for diverse biological datasets, contributing to international consortia and spearheading independent research initiatives. My work focuses on transforming complex data into life-changing insights, enabling personalized medicine and advancing our understanding of human health.
I am passionate about sharing knowledge and empowering others—whether through mentoring, teaching, or open science. My vision is to make cutting-edge bioinformatics accessible to the broader community, fostering collaboration and innovation across disciplines.
Let’s connect if you’re interested in systems biology, predictive modeling, population genetics, or leveraging multi-omics data for translational breakthroughs. 
I am a PhD student at Technion (GPA 95) specializing in theoretical machine learning, with a focus on learning theory, sample complexity, and data selection for ERMs. I co-authored a paper accepted at COLT 2025 and actively collaborate with leading researchers, including my advisor, Shay Moran.
My work bridges rigorous mathematical analysis and algorithmic insights, aiming to develop principled foundations for real-world, large-scale learning. Alongside my theoretical research, I have practical experience in AI/ML algorithms, data analysis, and reinforcement learning.
Previously, I worked as a High-Frequency Trading (HFT) researcher, leading the end-to-end development of trading strategies, applying advanced statistical modeling and low-latency systems to production environments.
Technical Skills: Research, Machine Learning, Reinforcement Learning, Data Analysis, Statistics
Programming Languages: Python, C++, Go
Publication: Data Selection for ERMs (COLT 2025)
Contact: aeshlimovich@gmail.com | +972 53-472-9435 
