Adaptive Automation Rig
STM32-driven control plane orchestrating relay banks, safety interlocks, and live diagnostics for test-lab instrumentation.
STM32 • Modbus RTU • Node-REDWinOFlex Boot Sequence
Embedded startup • Clean UI motion • Ready to deploy
WinOFlex • Embedded • IoT • AI • Web
I architect resilient embedded platforms, orchestrate IoT telemetry, and shape the web touchpoints that make data feel actionable. WinOFlex is my product-driven lens for pairing firmware depth with measured, high-performing frontend experiences.
Strong interest and capability in modern web development, clean UI motion, and frontend engineering tuned for performance.
I'm Joshua Samuel, an electronics engineering student focused on architecting dependable embedded products. My internships and lab initiatives center on designing sensor-rich platforms, deploying Azure IoT and MQTT pipelines, and translating raw telemetry into clear operational intelligence. Through WinOFlex I push that same discipline into the interface layer—shipping responsive web experiences, choreographing purposeful animations, and tuning performance so hardware and humans interact seamlessly.
Firmware strategy & real-time control
Secure device-to-cloud telemetry
Signal curation & model experimentation
Lab orchestration & diagnostics
STM32-driven control plane orchestrating relay banks, safety interlocks, and live diagnostics for test-lab instrumentation.
STM32 • Modbus RTU • Node-REDEdge-to-cloud workflow ingesting sensor telemetry, cleaning signals, and flagging drift using interpretable classical ML models.
Python • scikit-learn • DashPortable Raspberry Pi platform blending serial monitors, logic capture, and scripted tests to accelerate firmware bring-up.
Raspberry Pi • Python • GPIOCondition-monitoring proof-of-concept combining vibration sensing, FFT analytics, and anomaly scoring for industrial motors.
Edge ML • FFT • Flask APIResume
View the latest WinOFlex resume inline from OneDrive. If your browser blocks embeds, tap or long-press the frame to open it directly.
First Prize · Naan Mudhalvan IoT Competition
Built and deployed a practical IoT solution for district-level judging—emphasized innovation, field-ready problem solving, and full stack device-to-cloud implementation.