Pranjana Srivastava

Aspiring Electronics and Communication Engineer aiming to apply skills in circuit design, signal processing, and embedded systems to solve real-world challenges, while continuously learning, innovating, and contributing to organizational success.

Data Science for Engineers (NPTEL)

• Covered probability, statistics, linear algebra, regression, classification, clustering, and optimization techniques.
• Applied Python for data analysis, visualization, and basic machine learning model development.

Database Management Systems (NPTEL)

• Studied relational databases, SQL, ER modeling, normalization, transactions, indexing, and query optimization.
• Gained hands-on experience in database design, management, and querying.

• Designed electronic stability control for a 4-wheel differential drive chassis using STM32 (Nucleo 446RE, F407) and MPU6050 IMU.
• Implemented closed-loop PID with wheel speed sensors and actuators for slip detection, torque balancing, and traction control.

• Trained CNN/RCNN model (93% accuracy, 250 epochs) for pothole detection from dashcam images with segmentation.
• Integrated GNSS and depth perception for real-time geo-mapping and localization of potholes.
• Developed as part of 4th Semester Project-Based Learning (PBL).

• Built in-field crop monitoring system on Renesas RA6E2 MCU (ARM M33) using I²C sensor communication in C/Embedded C.
• Developed ML-based linear regression for plant turgidity prediction and fertilizer recommendation.
• Designed hyperspectral/multispectral imaging pipeline for early disease detection.
• Created Streamlit + Twilio UI for real-time farmer alerts; outcomes published as IEEE research paper.

• Developed AI model for automated label verification in manufacturing and pharma.
• Implemented OCR to detect missing/incorrect expiry and warranty details, generating QC reports.
• Reduced manual inspection errors and enhanced quality assurance.

• Designed Arduino-based home automation with PWM-controlled fan (auto/manual).
• Deployed ultrasonic sensors for occupancy detection and automated lighting.
• Focused on energy efficiency and IoT-enabled smart home features.

• Volunteered in organizing and managing college-level events, ensuring smooth coordination.
• Represented the college at other institutions for event marketing and promotions.
• Led a team during a marathon, showcasing leadership, planning, and teamwork skills.
• Actively participated in club activities, contributing to event execution, peer collaboration, and community development.