6
1
United States
8 years of experience
As an entrepreneur, I brought godel.space to life, combining my passion for innovation with practical execution. As an angel investor, I focus on emerging tech AI and space startups, fostering growth and development in cutting-edge fields. In my role as Treasurer of the IITGAA, I am actively involved in alumni relations and community engagement, strengthening the bonds within our network. A space enthusiast and humanitarian, I balance a demanding career with family life, constantly seeking self-discovery, self-sufficiency, and peace. Living in the Pacific Northwest, I am an avid lover of its natural resources and enjoy exploring the region's stunning beauty.
SafeEdge is an AI-driven content moderation solution designed specifically for educational platforms. Leveraging advanced AI models, our tool operates entirely offline on edge devices such as tablets, laptops, and IoT devices, ensuring robust performance even in environments with limited or no internet access. The architecture of SafeEdge consists of several key components: Synthetic Data Generation: We use OpenAI's Meta-Llama-3.1-70B-Instruct-Turbo model to generate synthetic training data tailored to specific content moderation categories such as spam, inappropriate content, and misleading information. Fine-Tuned Model: The generated data is used to fine-tune the Phi-3-mini-4k-instruct model. This fine-tuned model is lightweight, optimized for edge devices, and includes specialized LoRA adapters for efficient inference. Edge Deployment: The fine-tuned model is deployed locally on devices using a Streamlit-based application. This application is designed to work entirely offline, providing real-time text categorization and content filtering without relying on external APIs or cloud services. Privacy and Security: By processing all data locally, SafeEdge ensures that user information remains private and secure. The architecture is robust, cost-effective, and highly customizable, allowing it to adapt to various educational environments and needs. This combination of advanced AI, local deployment, and a focus on privacy makes SafeEdge an ideal solution for creating safe, secure, and inclusive online learning environments globally.