On MechaPulse, I built an Arduino-based machine-monitoring prototype with sensor readings, alerts, and an LCD. I also developed a Python desktop dashboard to display machine status, event counts, and real-time graphs.
For Resonance, I initiated the concept and planned features, workflows, and design for an anonymous peer-support platform. I built its frontend pages and features using HTML, CSS, JavaScript, and React, while a teammate handled backend, database, authentication, and Firebase integration.
As team lead on SmartPlantHealthMonitoring System, I built the physical Arduino prototype and wrote its logic, integrating sensors with relay, buzzer, laser, and LED-matrix outputs. For SanRakshak, I designed and implemented frontend views for water-source monitoring, risk alerts, maps, and user settings.
My research explored detecting spear-phishing and spoofing in Romanized and code-mixed languages, including Hinglish and Romanized Bengali; implementation remains future work. I also completed the HENNGE Global Internship Program coding challenge, implementing an authenticated API submission workflow in Python.

