Frontier AI research.
Production-grade execution.
Mind Lingo is a first-tier team of AI scientists, engineers, mathematicians, and physicists - led by Sarel Weinberger, PhD, who previously headed PwC's AI Lab. We take AI from frontier research to systems that run reliably in the real world, for enterprises, government and defense organizations, and fast-growing startups alike.
Deep research meets production reality.
What we do
End-to-end AI delivery - from understanding your business, to building models from the ground up, to deploying and maintaining them inside your own infrastructure.
Model Strategy & Selection
- Matching each task to the right model - quality, latency, cost, and architecture fit.
- Selecting the right base model for fine-tuning or continued training.
- Building models from scratch when nothing off-the-shelf fits the task.
Inference & Training Infrastructure
- GPU cluster optimization - sharding, parallelism, batching, quantization, distillation.
- Efficient deployment inside the client's own infrastructure if needed, tuned to their constraints.
Applied AI Specializations
- Training MoE and language-specific models for high-security environments.
- Computer vision: deep fake detection, geo AI detection.
- Signal processing: satellite AI optimization, AI navigation.
- Agent architecture - context, memory, tools, observability, evaluation.
Team
Sarel Weinberger, PhD
Hands-on AI engineer, researcher, and consultant in deep learning. Previously headed PwC's AI Lab, and leads Mind Lingo's team of PhDs and leading experts across AI, machine learning, physics, and mathematics.
Naomi Govrin Shwarts
Operations leader with a legal background in corporate and M&A law, and a decade leading complex, multi-stakeholder tech initiatives, partnerships, and multi-million NIS budgets. At Mind Lingo, she leads operations and partnerships end-to-end.
Michael Benattar
Technology and product executive specializing in GenAI/Agentic AI systems and go-to-market strategy. Former Co-Founder & CPO at MilestoneZero, VP Product at Data2Life (acquired by IQVIA), and Venture Partner at OurCrowd.
Royi Itzhak, PhD
Data science and AI expert with a PhD in Applied Math and 15+ years in machine learning, delivering projects for AT&T, Fiverr, HPE, banks, transportation, and military technology companies. Advises Mind Lingo on applied AI strategy and technical direction.
Ronen Tur
20+ years in algorithmic research, signal processing, and sensing systems, with focused expertise in LLM systems, agentic AI architectures, and large-scale multi-agent workflows. Led algorithm groups at AI21 Labs; built R&D divisions from scratch and matured products from concept to customers across automotive, medical, and AI.
Shay Freundlich
20+ years across wireless/RF, AI/CVML, hardware, and chip/FPGA design. Algorithm engineer at Apple; chief architect of the WHDI wireless standard at Amimon; systems and algorithms at Qualcomm.
Who we serve
One core capability, three different points of contact.
Enterprise & Tech
Scale & reliabilityIntegration into existing production systems, ROI, and reliability at scale.
Government & Defense
Discretion & rigorSpecialized, sensitive applications built with deep technical trust and rigor.
Startups & Growth
Speed without overheadSenior-level thinking without the overhead of building an in-house AI team.
Let's talk about your AI challenge.
Deep research meets production reality - for enterprises, government and defense organizations, and fast-growing startups.