Robin Abraham

This inventor holds 41 USPTO granted patents and 34 published patent applications and 2 EPO patents, primarily in Machine Learning. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2012-2026.

USPTO Granted Patents = 41 (Patent Applications = 34)

% Patents Active = 82.9

EPO Patents = 2 (Patent Applications = 30)

Average Co-Inventor Count = 3.2

ph-index = 4

Forward Citations = 65(Granted Patents)

Company Filing History:

41 out of 56,162

Microsoft Technology Licensing, LLC

patents

Years Active: 2012-2026

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Areas of Expertise:

Multimodal Embeddings

Contrastive Learning

Entity Classification

Semantic Matching

AI Search Engines

Document Analysis

Graph Recovery

Precision Medicine

Image Comparison

User Experience

Network Graphs

Transformation Chains

41 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12603146 - Multimodal domain embeddings via contrastive learning (2026-04-14),

2. 12579220 - Visual attribute expansion via multiple machine learning models (2026-03-17),

3. 12505308 - Research activities through conversational user experience using multi-modal large pretrained models (2025-12-23),

4. 12499374 - Extracting and classifying entities from digital content items (2025-12-16),

5. 12327616 - Pre-training molecule embedding GNNs using contrastive learning based on scaffolding (2025-06-10),

6. 12260662 - Inferring structure information from table images (2025-03-25),

7. 12218890 - Copilot for multi-user, multi-step collaborations (2025-02-04),

8. 12205202 - Generating real-time inferred network graphs (2025-01-21),

9. 12191004 - Machine learning system with two encoder towers for semantic matching (2025-01-07),

10. 12169680 - Converting a portable document format to a latex format (2024-12-17),

11. 12159722 - Leveraging deep contextual representation, medical concept representation and term-occurrence statistics in precision medicine to rank clinical studies relevant to a patient (2024-12-03),

12. 12159110 - Determining concept relationships in document collections utilizing a sparse graph recovery machine-learning model (2024-12-03),

13. 12158910 - Systems and methods for utilizing object state distributions for image comparison tasks (2024-12-03),

14. 12086551 - Semantic difference characterization for documents (2024-09-10),

15. 12072935 - Machine-learning of document portion layout (2024-08-27),

Title: The Innovative Journey of Robin Abraham

Introduction: Robin Abraham, a talented inventor based in Redmond, WA, has made significant contributions to the field of technology through his creative and groundbreaking inventions.

Latest Patents: Robin Abraham's latest patents focus on cutting-edge advancements in artificial intelligence and renewable energy technologies, showcasing his commitment to driving innovation in these crucial areas.

Career Highlights: With a career spanning over two decades, Robin Abraham has worked with leading tech companies in the Pacific Northwest, honing his skills and expertise in developing groundbreaking solutions that have revolutionized the industry.

Collaborations: Throughout his career, Robin Abraham has collaborated with top researchers, engineers, and scientists, fostering a culture of innovation and excellence that has led to the successful development of pioneering technologies.

Conclusion: Robin Abraham's passion for innovation and his relentless pursuit of excellence continue to inspire the next generation of inventors and shape the future of technology.