Work with me
Do you need advisory help with developing AI systems, hardware or redesigning for cost or scaled manufacturing or, robot design?
Need Help with fundraising or an exit?
Core AI Offerings:
· LLM and Physical AI product strategy
· Product Design and Feature Integration
· Robot and sensor package development and Cost Engineering for high tech manufactured products
Value Proposition: Margolin Labs is experienced in developing product strategies and features to provide meaningful and useful features for end users in the business, education and consumer spaces.
References:
RoboKind (Elementary Education): Developed pronunciation coaching AI system for children learning to read. Developed strategy and feature integration plan, designed data capture of over 100,000 audio samples for model training. Developed team to build custom model with data output aligned to the needs of the existing Phonics curriculum. Improved child learning rates by over 30% and increased customer usage by 50%.
4ImpactData (FinTech): Worked with existing development team in an advisory capacity to streamline effective use of existing AI/ML system, integrate appropriate usage of LLMs for report generation and data embeddings, developed backend LLM Agent Strategy for SMB financial analytics and financial advisory for CPA Client Accounting Services (CAS) clients. Reduced LLM costs and improved data accuracy and reliability and report consistency in user-facing reports.
Spacee (Computer Vision, Robotics, Retail Services): Worked with team to plan next generation robotic hardware to improve reliability and longevity of robot units, and enable faster, local processing of computer vision models for on shelf product identification. Made significant improvements to robot physical and AI processing capabilities while reducing unit cost by 60% compared to previous versions. Developed strategy for significantly reduced system wide rollout and installation costs based on highest cost pain points for installation and production.
Industries Served:
Manufacturing | Robotics | Education | Retail Services | Corporate HR & Disability |
Differentiation: Margolin Labs focuses on working with teams to deeply understand stakeholder goals and to advise, develop strategy or, lead development of new physical and software products and features to deliver expected outcomes. With over 25 years of expertise in AI development, Humanoid Robots, materials science, and taking complex products from idea to go to market.
See Richard’s CV
