Generative AI

Expertise

HSC’s generative AI services offerings range from advanced natural language processing to transformative AI applications that will help enterprises adapt to the ever-evolving business landscape. Take a look at our expertise.

Large Language Models (LLMs) for Text-to-Text Generation:

HSC’s expertise lies in prompt design & engineering and contextual guidance, facilitating the deployment of foundation models for specific use cases and applications. We agree that GenAI will reinvent processes across multiple functions such as marketing, R&D, customer service, operations, etc. This is irrespective of natural language understanding, content generation, knowledge base search, interactive chatbots, or code generation.

The vast potential of Generative AI comes from these core capabilities:

Content Generation:

LLMs can produce various outputs with diverse applications by leveraging advanced Natural Language Processing (NLP) capabilities.

Knowledge Base Automation:

LLMs can efficiently query increasingly large databases through an advanced contextual understanding

Workflow Automation:

LLMs can be tuned for specific use cases, streamlining processes and decision-making to improve workflow management.

Large Vision Models (LVMs)

Large Vision Models aim to interpret visual information by learning complex patterns from massive image datasets.

Text-to-Image Synthesis:

HSC leverages cutting-edge text-to-image synthesis technologies to supercharge visual content creation and computer vision applications. Our advanced image segmentation and image generation techniques

Limited Training Data Availability:

LVMs can enable accurate object detection and scene understanding in use cases with limited training data. These models can generate artificial image datasets, which can be used to train computer vision models. These capabilities are especially relevant for precise image analysis and visual fidelity applications.

Image-to-Text Transcription:

Conversely, our HSC’s Image-to-Text capabilities enable critical information and contextual understanding to be extracted from visual content. These technologies improve accessibility and context indexing, thus streamlining content management for enterprises that deal with large image datasets.

Large Audio Models

Large Audio Models excel in speech recognition, music generation, and sound synthesis tasks by understanding the intricacies of audio patterns and structures.

Audio Synthesis and Transcription:

Audio synthesis and transcription enable realistic audio outputs from textual prompts and transcription from audio content. These technologies improve accessibility, personal assistants, language translation, and content indexing.

GenAI Tools and Frameworks Expertise

HSC specializes in optimizing and deploying GenAI frameworks for consumer-facing applications, which are being adopted in consumer-heavy industries such as the travel and hospitality sectors.

Our expertise includes:

• ChatGPT
• Bard
• HuggingChat
• LangChain

In addition to consumer-facing applications, we also boast of expertise encompassing a broad spectrum of foundational LLMs, including:

• GPT-3.5-turbo, GPT-4 for text generation use cases
• DALL.E and Imagen for image generation use cases
• Codey, LLaMA 2, and Falcon for language modeling and code generation

Let us discuss how GenAI can fit into your organizational workflows and transform your business.