Algorithm Developer · Tel Aviv
Asif Bayer
Algorithm Developer & Builder
Transforming complex algorithms into impactful products.
Specialized in deep learning and applied AI engineering, with a track record of taking research from paper to production at scale.
Experience
2023 — 2025
Algorithm Developer Technical Lead
Mobileye
- Technical Scaling: Scaled an advanced object detection pilot into a major company initiative, architecting core perception workflows for a 15-member cross-functional team.
- Architectural Vision: Defined the roadmap for next-generation perception systems—driving the transition to transformer paradigms (ViT, Pix2Seq), VLM/LLM integrations, and resulting in multiple co-invented patents.
- Hands-On Execution: Drove the end-to-end ML lifecycle, developing, optimizing, and deploying complex deep learning models for embedded hardware.
2020 — 2023
Algorithm Developer
Mobileye
- Core R&D: Developed real-time object detection algorithms for autonomous vehicles, bridging state-of-the-art academic research with production-grade performance.
- End-to-End ML: Owned the full ML lifecycle: data curation, model training, cloud-scale validation, and high-performance C++ deployment.
- Innovation: Pioneered initial experiments with transformer-based object detectors, significantly influencing the autonomous driving technical roadmap.
2018
Graphics Engineer
Wochit
- Python Automation: Developed Python and SQL backend pipelines, programmatically generating data-driven video graphics to replace manual rendering.
- Internal Tooling: Built custom internal tools, streamlining creative operations into standardized, programmatic workflows.
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
- Vision Transformers (ViT)
- LLMs & VLMs
Engineering
- Python
- C++
- Cloud Infrastructure
- Scalable Neural Network Training
- Statistical Validation
Product & Design
- Full-Stack Development
- Synthetic Media Pipelines
- Photoshop
- Blender
- Video Motion Graphics
Languages
Hebrew — nativeEnglish — fluentChinese — intermediate
Ask me anything — seriously, anything
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Let's work together.
Open to interesting conversations, collaborations, and new opportunities.