home.tsxprojects.tsxcontact.tsx// home.tsx
Looking for ways to combine creativity and technology to make a difference.
I love exploring how technology can be used to solve real-life problems and transform complex challenges into elegant solutions. I excel at applying tech in interdisciplinary industries and projects. Most of my projects are in Software development, AI or Geospatial Analysis and Intelligence. I thrive on finding creative ways to make technology work for people.
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Software, AI, and geospatial work. Research projects with dedicated write-ups open in their own tab.
Full StackAn attempt to document and geo-tag crisis-related incidents, conflicts, wars, humanitarian disasters, and infrastructure damage through careful collection and analysis of publicly available information, satellite imagery, and open-source intelligence to get an enhanced understanding of global politics, conflict dynamics, and civilian impact.
ResearchA machine learning and deep learning based approach using RF, SVC, CNNs and ResNets for AES key recovery using side-channel analysis on the ASCAD dataset. This project explores the use of ML and DL models to exploit EM side-channel leakage for cryptographic key recovery.
ResearchA Machine learning based approach to integrate sediment dynamics to model flood risk in Koshi River Basin. This project leverages advanced spectral indices and machine learning techniques for improved flood prediction accuracy.
Computer VisionWater body segmentation using U-Net and PyTorch on satellite imagery. This project implements state-of-the-art deep learning techniques for accurate water body detection and segmentation from satellite data.
Full StackRedesigning the city's bus tracking platform to enhance usability and add real-time ETA calculations with traffic considerations. A complete overhaul of the public transit tracking system with modern web technologies.
Health TechDeveloped a prototype for a digital health solution in Nepal to enhance health literacy and accessibility. This platform bridges the gap between healthcare providers and patients through innovative digital solutions.
Web DevelopmentDeveloped and deployed a TYPO3-based website for the Bionet Project- part of the Euro-African Biomonitoring Network for assessing environmental exposure in populations. A comprehensive web solution for environmental monitoring data.
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Have an idea or a project in mind? Reach out via email, or submit this form and I'll get back to you.
Email: [email protected]
