Hi, My name is Hanoch Kremer.

Bio

27 years of research engineering in Israeli hi-tech
I'm an AI expert (CV| ML| AI | LLM |DSP) with 25 yrs of experience as Sr. Applied research engineer and TL. I played pivotal roles in the early stages of two automotive startups, one acquired by Qualcomm and the other successfully went public through an IPO. My distinct value lies in a the last 11 years focusing on AI, particularly in CV, ML, and LLM. Researched and developed AI models which has been implemented in production, delivering tangible impacts for numerous clients. I bring to the table the achievement of 8 commercialized patents, 3 of which I contributed to as an inventor. Now, I am seeking to join a robust team or venture in a role such as an IC/Technical-Lead, or Sr. Applied Researcher.
Served in an elite technology unit

My proficiency with

Computer vision, deep and machine learning

Perception: Deep learning-based detection, classification, and tracking techniques for 2D, 2.5D, and 3D modalities.
- Re-identification and Novelty detection.
- Remote sensing, change detection, and multi-sensor fusion.
- Stereo vision, camera anatomy, calibration, and Image processing.
Image and signal processing
Speech recognition

AI/NLP/Text

- GPT/LLM-based semantic summarization of scenes
- Generative AI: Multi-modal understanding and retrieval by empowering LLMs
- Semantic search and retrieval. Fine-tune LLMs and PeFT.
Transformer-based models hands-on and understanding.
Leading small teams in cutting edge technology from concept to real time product

Toolbox

PyTorch, Tensorflow, Keras, Python, Caffe, OpenCV, Weka, C/C++, Matlab, parallel programming, Assembler, Linux (user), LibSVM, SQL, vector databases, Git and AWS.

In my free time (early morning and late eve.) I'm mastering in Swimming, drumming with my musical band and seasonally Skiing