Pranay Kumar

I’m an Electronics and Communication Engineering student with hands-on experience in Embedded Systems, Machine learning algorithms, and IoT. I combine hardware and software thinking to build practical, data-driven, automation-focused solutions.

I’m proficient in Verilog and strong in programming with Python, Java, C++, and SQL, supported by tools like Matlab. For analytics, I use Power BI and Excel to turn data into clear insights and visualization that help drive decisions.

In my projects, I built a Smart HVAC Management System using IoT and AI for real-time monitoring and control, applying AI models to optimize energy efficiency and performance. I also developed distance measurement using an ultrasonic sensor, improving accuracy and dependability through optimized sensor placement and calibration, and worked on Underwater Image Enhancement in Matlab to reduce distortion, noise, and color degradation.

For predictive work, I analyzed AC Input Power Module behavior in an aero-engine using Machine learning algorithms, building a fault prediction system with Random Forest, Logistic Regression, Markov, and Bayesian modules for early detection. I’m currently gaining professional depth through an Independent Verification and Validation internship focused on reliability of an aero engine, and I aim to keep delivering systems that are both technically solid and measurable.