Humayra.Nipa

I'll appear like this when I get married 🪞🐚
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[ootd,traditional, fitcheck]

Perfect weather, peaceful heart.
Wearing :
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[ootd,traditional ]
📷

I'm delighted to announce that our project, 𝐃𝐡𝐚𝐤𝐚𝐃𝐫𝐢𝐯𝐞𝐗: 𝐀 𝐑𝐀𝐆-𝐛𝐚𝐬𝐞𝐝 𝐄𝐱𝐩𝐥𝐚𝐢𝐧𝐚𝐛𝐥𝐞 𝐍𝐞𝐮𝐫𝐨-𝐒𝐲𝐦𝐛𝐨𝐥𝐢𝐜 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞 𝐟𝐨𝐫 𝐑𝐨𝐚𝐝 𝐔𝐬𝐞𝐫 𝐁𝐞𝐡𝐚𝐯𝐢𝐨𝐫 𝐚𝐧𝐝 𝐓𝐫𝐚𝐣𝐞𝐜𝐭𝐨𝐫𝐲 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐔𝐬𝐢𝐧𝐠 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐆𝐫𝐚𝐩𝐡𝐬 𝐚𝐧𝐝 𝐋𝐚𝐫𝐠𝐞 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬, has been awarded Champion 🥇 at 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 𝐂𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞 𝟐𝟔𝟏, 𝐒𝐞𝐚𝐬𝐨𝐧 𝟏𝟗, among 84 amazing projects in the presence of the Honorable Vice-Chancellor Professor Abdul Hannan Chowdhury, Pro Vice-Chancellor Dr. Nasar U Ahmed, Controller of Examinations Dr. K. M. A. Salam, Dean (SEPS); Dr. Shazzad Hosain, Department Chair (ECE); Dr. Mohammad Abdul Matin, Guest; and External Judges from different domains hosted by the NSU ACM Student Chapter at North South University.

This would not have been possible without the exceptional hard work of my teammates Nazibul Islam Nabil , Shadman Shipran Khan, Saif Mohammed and the guidance of our supervisor, Dr. Mohammad Rashedur Rahman.

Existing autonomous driving datasets fall short in capturing the complexity of South Asian traffic ecologies. DʜᴀᴋᴀDʀɪᴠᴇX addresses this gap with an explainable neuro-symbolic AI framework for pedestrian crossing intent and vehicle trajectory prediction in unstructured urban traffic settings.

🌐 The framework contributes to 𝐔𝐍 𝐒𝐮𝐬𝐭𝐚𝐢𝐧𝐚𝐛𝐥𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐆𝐨𝐚𝐥 (𝐒𝐃𝐆) targets 3.6, 9.5, 10.2, and 11.2 by advancing road safety infrastructure, bridging the data equity gap for the Global South, and enabling smarter, more inclusive urban mobility systems.

🔗 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐔𝐈 & 𝐃𝐞𝐦𝐨𝐧𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: https://nipunsaif.github.io/CSE499B/

We also gratefully acknowledge the judging panel, including Dr. Sumaiya Tabassum Nimi, PhD, Dr. Mansur Mulk Ph.D., and Dr. Jilan Samiuddin, and external judge Nizam Khan (Head of Strategy, Samsung R&D Institute Bangladesh), for their time and valuable feedback. We also extend our sincere gratitude to Ms. Silvia Ahmed, for hosting a successful and exciting innovation challenge.

Fresher’s Orientation Summer’26 of North South University.
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Glimpse of Innovation Challenge Season 19.
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[capstoneprojectshowcase,innovationchallenge, nsu]