MANSI DODIYA

TinyML Models for Baby Monitoring and Privacy Protection on ESP32
May 2024 - Ongoing
MTech Thesis – Supervised by Dr. Hari Prabhat Gupta
Developing TinyML models for privacy-focused baby monitoring on ESP32, including selective masking, baby cry detection, and facial expression analysis. Utilizing CNNs, RNNs, and TensorFlow Lite for efficient, low-power inference on edge devices.
Technologies Used: CNN, RNN, YOLOv5, TensorFlow Lite, Arduino Programming, LoRaWAN

IIT BHU Student Interaction & Feedback Portal
Jan 2024 - April 2024
Supervised by Dr. Hari Prabhat Gupta
Designed and developed a student interaction portal using PHP and Laravel, serving 15,000+ users. Integrated customizable forms and analytics to enhance student engagement and decision-making.
Technologies Used: PHP, Laravel, HTML, CSS

Custom Shell Implementation
Sep 2023 - Dec 2023
Built a Unix-like custom shell supporting core commands, I/O redirection, pipes, and process management using system calls like fork(), exec(), and wait().
Technologies Used: Unix system calls, process management, I/O redirection

A dual mode baby monitoring system and a method thereof

( Patent Application No.: 202411066228 - Under Review)

Implemented seamless switching between internet-based networks and LoRa for reliable connectivity, and integrated environmental sensors with real-time alerts for air quality, light, and temperature monitoring.

Hari Prabhat Gupta, Chirag Tank, Mansi Dodiya, Mansi Singh, 09/01/24, "Dataset of Electricity Meter Readings Across Diverse Conditions", IEEE Dataport

https://dx.doi.org/10.21227/zhbq-8c19

Volunteer, Robin Hood Army, Led 10 community service drives, aiding food distribution in Botad. Volunteer, Indian Red Cross Society, Coordinated a blood donation camp in Botad, overseeing logistics and donor registrations.