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Nidhi Chowdary Gadde
Andhra Pradesh, India0 followers0 following
- About
- High School
- Bachelor's
- Target
- IELTS
- GRE
Female
Andhra Pradesh, India
Work ExperienceProgram Analyst Intern
Cognizant - Internship
Jan 20, 2022 - May 24, 2022 · 4 mos
Andhra Pradesh, India
Data Analyst Intern
Phoenix Global - Internship
Jun 19, 2021 - Jul 20, 2021 · 1 mo
Andhra Pradesh, India
ProjectsIntrusion Detection System Using PCA With Machine Learning Classfiers
Role - Team Supervisor
for Academic
Feb 1, 2022 - Apr 22, 2022
To identify the actions of the network traffic that the interruption and common is very troublesome and to need much opportunity absorbing. An investigator must review all the dossier that big and off-course to find the series of interruption on the network link. The goal of a Network Intrusion Detection System (NIDS) search out tells a system administrator each time an attacker wants to pierce the network. A misuse of NIDS delimits attacks by way of a table of malicious signatures.
We evolve a Network Intrusion Detection System (NIDS), that uses a series of machine intelligence methods to without thinking, discover attacks against calculating networks and systems. It uses an approach to expand adept NIDS by utilizing the principal component study (PCA) in addition to various classification algorithms like Support Vector Machines, Random Forest, XgBoost, Random Forest and K-Nearest Neighbor. The main use of an intrusion detection system is to discover attacks. Although, it is equally important to discover intrudes at an inception of consideration of decrease the impact.
Human Activity Recognition Using Smartphones
Role - Team Supervisor
for Academic
Aug 2, 2021 - Oct 29, 2021
Human activity recognition has wide applications in medical research and human survey
systems. In this project, we design a robust activity recognition system based on a smartphone.
The system uses a 3-dimensional smartphone accelerometer as the only sensor to collect time
series signals, from which 31 features are generated in both time and frequency domain.
Activities are classified using 4 different passive learning methods, i.e., quadratic classifier, k-
nearest neighbor algorithm, support vector machine, and artificial neural networks.
Dimensionality reduction is performed through both feature extraction and subset selection.
Besides passive learning, we also apply active learning algorithms to reduce data labeling
expenses. Experiment results show that the classification rate of passive learning reaches
84.4% and it is robust to common positions and poses of cellphones. The results of active
learning on real data demonstrate a reduction of labeling labor to achieve comparable performance with passive learning.
Research PapersNidhi Chowdary Gadde has not added any research paper yet.
VolunteeringVolunteer
at Suraksha Health Park Hospitals
Mar 14, 2021 - Jun 24, 2021
Health
I Volunteered at Suraksha Health Park Hospitals during the peak covid outbreak of 2021 to help the patients. I was assigned the role of interacting with the patients and their families to schedule their appointments and guide them through the hospital, monitor activities in the waiting area and to distribute masks and other hygiene necessities provided by the hospital to the required patients.
Volunteer
at Generation Yuvaa (Welfare Society)
Jun 2, 2022 - Oct 28, 2022
Social Services
Generation Yuvaa is a Social Service Organization based in Visakhapatnam. It consists of a team built with many dedicated individuals from various streams who have completed their graduation and post-graduation. I have Volunteered for 5 months in this organization that focuses on eradicating child begging, providing education, housing and taking care of the needy, orphans and street children. They also conduct blood donation drives for the needy, help donate food and other necessities for the tribals, help motivate the youth to make them understand their role of importance & responsibility towards the society. I have been part of many awareness campaigns that were conducted for the children as well as helped guide them from time to time regarding education, safety and hygiene.