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Software Development
Amazon EC2, Amazon SageMaker, Amazon CloudWatch, AWS IAM
An AI solution on AWS to boost engagement, content accuracy, and secure data management.
TweetFOX is an AI-powered Twitter growth tool for beginners, influencers, and managers, offering smart analytics, growth insights, and easy content creation. Developed by Growero Technologies, it provides accessible features, including a free plan, to optimize engagement and reach.
Accuracy in Customizing Content to Audience
Improvement in Sentiment Analysis
Boost in LinkedIn Post Engagement
The client struggles to generate engaging, human-like social media content using their existing OpenAI tool, resulting in posts lacking tone, empathy, and conversational style, which negatively impacts audience engagement.
• Users submit LinkedIn post requests through a web interface, interacting with the backend API.
• Requests are routed to a FastAPI application on Amazon EC2 instances with Auto Scaling for handling traffic.
• FastAPI forwards data to Amazon Bedrock’s Claude-V3 model for tailored, human-like LinkedIn posts.
• Post metadata, such as timestamps and user IDs, is stored in MongoDB for future reference and analysis.
• User credentials for MongoDB are securely stored in AWS Secrets Manager for easy credential rotation.
• AWS IAM configures secure developer access, with performance monitoring and logging managed by Amazon CloudWatch and AWS CloudTrail.
• The solution is scalable and secure, utilizing Auto Scaling, managed MongoDB access, and controlled IAM permissions.
Developed a Gen AI solution on AWS, boosting LinkedIn engagement by 25%, improving post tone accuracy by 90%, and enhancing sentiment by 30%, while ensuring scalability, security, and data compliance.
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