Hasanul Banna Himel@himel

Our AI-driven accessibility overlay revolutionizes communication for deaf and mute individuals by bridging the gap that exists in mainstream video calling platforms. Using advanced computer vision and deep learning, the system detects English Sign Language gestures in real time via webcam and instantly converts them into clear audible speech and synchronized subtitles—all without requiring any modifications to the underlying video call application. Unlike existing solutions that depend on specialized hardware, external interpreters, or complex platform integrations, our overlay operates as lightweight, universal software compatible with any mainstream video platform. The system prioritizes privacy and performance through on-device processing, ensuring minimal latency while protecting user data. By providing dual voice and subtitle output, the solution creates an inclusive communication experience for both deaf/mute users and hearing participants. The innovation addresses a critical market need: millions of individuals globally face social isolation and exclusion during digital communication due to lack of integrated sign language translation tools. Our platform democratizes accessible communication, empowering underserved communities while opening pathways to educational, professional, and personal opportunities. With over 1.5 million deaf and mute individuals in Bangladesh alone, the solution targets a significant market with immediate impact potential, while remaining scalable across languages, platforms, and use cases globally.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!