Data Project
Resume:
KRISHNASIVANI PERUGU
***************@*****.***
OBJECTIVE :
To obtain an entry level opportunity and succeed in a stimulating and challenging environment, building the success of the company while I experience advancement opportunities in my field of interest.
EDUCATION:
The University of Michigan-Dearborn May-2018
Master of Science Major: Computer Engineering
Vellore Institute of Technology 2012-2016
Bachelor of Technology Major: Electronics and Communications Engineering
COURSEWORK:
Computer Networks
Embedded Systems
Data Mining
Auto Sensors and Actuators
Advance Software Techniques for Engineers
Vehicle Electronics
PROJECT EXPERIENCE:
Project: Seat Comfort Evaluation System Development by Bio-signals Jan 2017-Present
Company: Hyundai
Description:
Development of Bio-Signal measurement system and analysis algorithms related Seat Comfort Monitoring system and Finding countermeasure to reduction of fatigue using seat physical designing factors
Responsibilities:
In a Team of 6, Working from requirements Phase to evaluate the Performance of the system
Involved in doing the data Collection Using RTI Simulator and Using Preprocessing and Classification Methods for the seat comfort analysis
Environment: MATLAB R2015a, RTI Simulator, Microsoft Excel 2016
Project: Mobility Data Mining for Intelligent Transportation Sep 2016-Present
Company: Michigan Mobility Transformation Centre
Description: The main Objective is to identify the relative positions of two vehicles travelling simultaneously on the road. Also developing the Pre-crash system for V2P data.
Responsibilities:
Ground Truth verification of Vehicle to Vehicle Communication Using Geometric Method and analysis using state flow diagrams
Creating a database Using PostgreSQL for extracting Nearby Vehicle Pairs for V2V data
DSRC Latency Analysis for V2V Communication
Technologies: MATLAB R2015a, Google Maps, Microsoft Excel, Tableau, PostgreSQL, StarUML, ADASRP
Project: Fatigue Detection for All Age Group People during Driving Sep 2016-Present
Company: ZF-TRW
Description:
A Research on Fatigue Detection is done by using the data collected from TRW ADAS Simulator and features are extracted by synchronizing the raw data with Simulator data by Using the data of Young, Middle and Old age groups Using SVM model i.e. Support Vector Machine Model.
Responsibilities:
Developed a svm model with Best Accuracy and Performance for all the age groups.
Labeling the Trips using TRW ADAS Simulator.
Technologies: MATLAB R2015a, LIBSVM, TRW ADAS Simulator, Microsoft Office 2016.
Project: Data Acquisition Workload Project 09/2016-Present
Company: Ford Motor Company
Description:
Collecting various Physiological signals by comparing different age groups of drivers and determine the fatigue detection.
Responsibilities:
Collecting Data of Physiological Signals and labeling workload events Using Data Acquisition system.
GSR Signal Analysis for 3 different subjects at different emotions.
Synchronizing the raw data to 10HZ and doing the Clustering Analysis.
Technologies: MATLAB 2015a, Zephyr Bio Harness, Shimmer GSR, Race Logic, Data Logger (Camera), Equivital devices, OBD Cables, Data Acquisition System, Minitab.
ACADEMIC PROJECTS:
Project: Design of IOT Based Home Automation System
Description: Developed Home Automation System Using Arduino in Proteus Software using an agile design technique.
•PC Based Home Automation System using Arduino
•Smart Phone Controlled Home Automation using Bluetooth
•Humidity and Temperature Measurement Using Arduino
•Automatic Door Opener using Arduino
•Gas Leakage Detector Using LPG sensor
Responsibilities:
Had worked in a team of 2 People as a developer for implementing 2 functionalities and created the models in Proteus.
Technologies: Arduino IDE 1.8.5, Proteus Professional 8.6, Embedded C, Android Bluetooth Controller
Project: Simulation of simple Link Layer Protocol Using TCP/IP protocol
Description:
The goal of this project was to perform data communication between a server and a client using a simple data link layer protocol.
Responsibilities:
In a group of 2, I had worked as a Developer for Server side for transmitting data.
Technologies: MATLAB R2017a
Internship at Directorate of Radar Seekers & Systems, RCI, DRDO Dec2014-Jan2015
Determining radar’s target and its range using different pulse compression techniques like Weighted LFM, Costas 7, Barker 13, Frank 16, P4 25.
Internship in ALL INDIA RADIO (AIR) June2014-Aug2014
Had a basic exposure of Radio transmission system.
Technologies
MATLAB
SIMULINK
C
DATAACQUISTION
R
PYTHON
C#
HTML
MINITAB
CSS
SQL
FMEA ANALYSIS
Knowledge of Lab Tools (Oscilloscope, Multimeter)
Multisim NI
WEKA
TABLEAU
CERTIFICATIONS:
--Human Subjects Social & Behavioral Sciences Module & Certification Test (PEERRS Certification).
--Certification of R Programming from John Hopkins University.
--Python (Programming for Everybody) Certification from University of Michigan.
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