Author Archives: Farhan Akhter

Industry Vertical: Life Sciences

Business Opportunity:The customer required a GenAI-powered solution for NLP querying of data to gain visualization insights. Data was migrated from on-premises to AWS and NetSol utilized the migrated data to create visualizations.

Our Solution:
Utilizing Amazon QuickSight Q’s latest features to reduce time to meaningful insights with user-friendly self-service.
Developed dynamic dashboards that visually convey insightful results, enhancing data interpretation and decision-making.

Business Outcome
Data Insights showing real-time results.
Boosted efficiency in key metrics analysis.

Industry Vertical: Digital Media

Business Opportunity
Our solution seamlessly generates captivating images inspired by space odyssey themes using prompts and can be customized for all diverse use cases leveraging enhanced prompts.

Our Solution
Implemented a solution using Amazon SageMaker – Stable diffusion model for image generation.
Deployed the model on SageMaker for inference.
Prompts were shared by users and fed to the model.
Amazon Comprehend was used to ensure positive prompts, optimizing the image generation process.
Enhanced the prompts to generate an image in space Odyssey.

Business Outcome: Our solution seamlessly generates captivating images using prompts which can be easily enhanced.

Business Opportunity:

Developing a website Chabot solution to increase content localization for an increased customer outreach and engagement.

Our Solution
HTML pages were transformed into text, leveraging an embedding model from Amazon Bedrock service to index the data in an Amazon OpenSearch vector database.
Amazon Bedrock Claude model was used for text generation, enabling advanced capabilities in responding to user queries in different language.

Business Outcome
Improved User Engagement
Increased customer outreach
increased user retention and engagement
Positive customer satisfaction
Potential lead generation
Efficiency and Productivity

Industry Vertical: Life Sciences

Business Opportunity: The customer required automation to extract key data points from a large repository of legal documents.

Our Solution:
Leverage Amazon Textract to convert legal documents to text.
Utilized Amazon Bedrock to search and extract required data points.
Developed dynamic dashboards to enhance data interpretation.

Business Outcome

Empowered decision-making through comprehensive insight.
Boosted efficiency in key metrics analysis.

Industry Vertical: Life Sciences

Business Opportunity: Customer requested a GenAI Proof of Concept (POC) on querying medical and research data. The Solution empowered users to seamlessly retrieve pertinent information from documents through intuitive Natural Language Processing (NLP) queries.

Our Solution:
Leveraging Amazon Bedrock Knowledge base for efficient document indexing, enhancing search capabilities.
Amazon Bedrock was used for dynamic text generation and intelligent content creation.

Business Outcome:
Automated search capability with Natural Language.
Reduced time and cost for searching key info.

Industry Vertical: Aviation / Aerospace

Business Opportunity
The customer wanted to explore the potential of GenAI to enable NLP search of airline maintenance manuals allowing technicians to quickly identify the most relevant solutions and troubleshooting steps.

Our Solution

• Used AWS Services: Amazon S3, Amazon Bedrock, OpenSearch, AWS Lambda, API Gateway, KMS, and Textract.
• We used Bedrock embedding model Titan along with OpenSearch as vector store to implement RAG.
• Implemented a user-friendly frontend UI for secure, efficient natural language-based queries.

Business Outcome

• Enhanced operational efficiency.
• Created an efficient, secure, and compliant search system for technicians to retrieve smart responses.