Algorithm Developer · Tel Aviv
Asif Bayer
Algorithm Developer & Entrepreneur
Transforming complex algorithms into impactful products.
Specialized in deep learning, automation, and full-stack AI innovation — with a track record of taking research from paper to production at scale.
Experience
2023 — 2025
Algorithm Developer Technical Lead
Mobileye
- Strategic Leadership: Orchestrated the technical evolution of a pilot program into a major company initiative, scaling the project to a 15-member cross-functional team.
- Mentorship & Growth: Defined technical strategy, spearheaded hiring processes, and provided high-level mentorship while maintaining a culture of core research innovation.
- Execution: Ensured critical project milestones by maintaining a hands-on approach to developing and deploying advanced perception features.
2020 — 2023
Algorithm Developer
Mobileye
- Core R&D: Developed real-time object detection algorithms for autonomous vehicle systems, bridging the gap between state-of-the-art academic research and production-grade performance.
- End-to-End ML: Owned the full machine learning lifecycle, including data curation, model training, cloud-scale validation, and high-performance C++ deployment.
- Innovation: Pioneered the organization's initial experiments with transformer-based object detectors, significantly influencing the technical roadmap.
2018
Graphics Engineer
Wochit
- Automation: Engineered automated video graphic packages utilizing Python and SQL, reducing manual workload across multiple departments.
- Tooling: Developed internal automation tools that were adopted as the standard workflow for creative teams.
2014 — 2017
Intelligence Analyst
IDF — Intelligence Tech Research Division
- Strategic Analysis: Conducted deep-dive technological research to inform high-stakes decision-making for senior officials.
- Communication: Synthesized complex data into concise, actionable intelligence reports under rigorous timelines.
Education
2018 — 2021
B.Sc. Computer Science
Hebrew University of Jerusalem
GPA 92
Skills
Machine Learning
- PyTorch
- TensorFlow
- NumPy
- Pandas
- Object Detection
- Transformer Architectures
Engineering
- Python
- C++
- Cloud Infrastructure
- Scalable Neural Network Training
- Statistical Validation
Product & Design
- Full-Stack Development
- AI Image Generation
- Photoshop
- Blender
- Video Motion Graphics
Languages
Hebrew — nativeEnglish — fluentChinese — intermediate
Let's work together.
Open to interesting conversations, collaborations, and new opportunities.