PROJECTS
Samples of My Work
SUBMITTED PROJECT
Project Proposal On
"Device and Method for Detection and Prediction of Anemia and Malnutrition"
Submitted to Division : Technology Development Transfer Programme or Scheme : Biomedical Device and Technology Development (Grand Challenge)
Summary of the Project
A healthy diet is one of the most important components of good health. Malnutrition is a huge problem, particularly in the area of child survival, as 3.5 million under-fives die each year due to it. In all its forms, malnutrition involves undernourishment, vitamins, minerals, overweight and obesity and the resultant non-compatible dietary diseases. Anemia is the major cause of malnutrition among people more specifically vulnerable age group people.
Novelty
The proposed prediction model for anemia and malnutrition test is applying advanced hybrid AI techniques that uses machine learning and deep learning together over the clinical dataset as well as live subject under testing. The proposed device is capable to detect and predict the deficiencies, also the machine learning algorithms are applied over the existing clinical datasets for classification as per labels such as anemic or non-anemic. It further utilizes deep learning framework to automatically extract features of a newly tested object in order to determine the
malnutrition including vitamin deficiencies such as Vit A, Vit D and Vit B12 and mineral deficiencies.
ON GOING PROJECT (SPPU, PUNE)
Performance Optimization of Digital Hearing Aid on FPGA using speech signal processing techniques for hearing impaired.
The performance of Hearing aid on FPGA can focus on various parameters such as Power Consumption, Power dissipation, Battery life, Hardware Complexity, Area consumed, Number of multiplier and adder, Delay introduced. The hearing losses can be addressed in Hearing Aids by focusing on Optimization Algorithm used for temporal and/or spectral resolution, word length of filter and frequency response of filters, matching error between audiogram and frequency response .
VARIOUS PROJECT
National workshop on Biomedical-AICTE, AICTE –workshop With Mrs Veena Kulkarni, Applied December – 2017, Grant Received , Rs 400000
"Automated seeds sowing machine for no tillage farming" Hakathon 2019 Faculty coordinator, Jan 2019
"Development and Evaluation of Reconfigurable Hearing Aids for Hearing Impaired: A boon to society" Assistance by SPPU for Project-based Innovative Research (ASPIRE), Pune University Along with Anjali Mishra, Oct 2018, Grant Received Rs. 2,85,000
"Digital Hearing aid with acumen" AICTE, under RESEARCH PROMOTION SCHEME Hearing Impairment, December 2016, not accepted
"Telecommunication device with built-in hearing aid" IIPME(Industry Innovation Programme on Medical Electronics) A BIRAC Government of India, March 2017, not sanctioned.
Smartphone based Hearing Impairment (HIA) –an App, Ministry of Social Justice and Empowerment (DISABILITY DIVISION), March 2015
Solar based hybrid grid system for residential homes with battery optimization, BCUD, SPPU, Sanctioned at MITCOE
For more examples of my work, don’t hesitate to reach out.