Umair Ali KhanRanking and Selecting Data from Large Structured Documents using Large Language ModelsHandling large structured documents, such as Microsoft Excel files, often presents challenges when trying to extract specific information…May 3May 3
Umair Ali KhanIntegration of Large Language Models into BusinessThe incorporation of Large Language Models (LLMs) into business frameworks is becoming an increasingly vital strategy for organizations…Apr 5Apr 5
Umair Ali KhanRecommending Reviewers/Experts Using Semantic MatchingLeveraging Embedding and Large Language Models for Key Topic Extraction and Reviewer Recommendation.Mar 81Mar 81
Umair Ali KhanThe Power of Embeddings for Semantic SearchEmbeddings are numerical representations of real-world objects that machine learning (ML) and artificial intelligence (AI) systems use to…Feb 23Feb 23
Umair Ali KhanAI-Driven Enhanced Knowledge Access in EnterprisesEstablishing a consortium for a preparatory project funded by the European Regional Development Fund (ERDF).Feb 22Feb 22
Umair Ali KhanExploring Joint Representations in Multimodal LearningIn 2017, as large-scale pre-trained models were gaining traction for image classification and object detection, I finetuned the…Feb 2Feb 2
Umair Ali KhanNavigating the Future: Where is AI Going with Generative Models?In the rapidly evolving realm of generative AI, keeping pace with the advancements, particularly the AI tools based on large language…Jan 24Jan 24
Umair Ali KhanFrom Atoms to Intelligence to Artificial IntelligenceApproximately 4.5 billion years ago, when our planet was devoid of any consciousness, thought, or life force, someting extraordinary began…Jan 24Jan 24
Umair Ali KhanAI-Driven Knowledge Transfer in OrganizationsKnowledge transfer is the process of sharing organizational knowledge and skills with other members within an organization, enabling the…Nov 14, 2023Nov 14, 2023
Umair Ali KhanEnhancing Large Language Models with Structured & Unstructured DataThe large language models (LLMs) share some limitations including a certain knowledge cutoff date causing an inability to access up-to-date…Nov 12, 2023Nov 12, 2023