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HARSHITHA BYREGOWDA (Monali Adrija)

Ph.D. Student @ IPLab South Dakota State University
Brookings,SD
Each ending is the beginning of a new chapter.
Adrija
HARSHITHA BYREGOWDA (Monali Adrija)

Summary

Currently pursuing my PhD, I am deeply immersed in the exciting world of remote sensing, geospatial data analysis, and image processing. My expertise, cultivated during my recently completed Master's program at South Dakota State University, lies at the intersection of these fields, with a strong foundation in sensor calibration and validation.

As a Graduate Research Assistant in the Image Processing Lab, I specialized in the critical calibration and validation of optical sensors, especially hyperspectral sensors, directly enhancing the accuracy and reliability of satellite imagery. My work on Hyperspectral Sensors provided hands-on experience applying and refining cutting-edge image processing techniques.

Crucially, my experience as a Vicarious Field Data Collection Assistant provided invaluable hands-on insight into acquiring essential ground truth data. This practical exposure directly supported my research, offering a holistic understanding of the data lifecycle from collection to calibration/validation.

Prior to my Master's studies, my role as a System Engineer at Infosys laid a strong foundation in coding and software development, complementing my Electrical Engineering background. This blend of academic rigor, hands-on field experience, and industry software acumen uniquely positions me for complex technical challenges and my continued doctoral research.

Education

South Dakota State University
Brookings, SD

Ph.D. from Electrical Engineering - Image Processing
05.2025 - Current

South Dakota State University
Brookings

Master of Science from Electrical Engineering
05.2025

University Overview


  • 3.125 GPA
  • Completed course in Statistical programming, statistical methods, data mining, machine vision/pattern recognition, active sensors, advanced image processing, remote sensing engineering, and optical sensors.
  • Thesis: Absolute Vicarious Calibration, Extended PICS (EPICS) Based De-Trending and Validation of Hyperspectral Hyperion, DESIS, and EMIT.

Visvesvaraya Technological University
Karnataka, India

Bachelor of Science from Electrical, Electronics And Communications Engineering
08.2020

University Overview


  • 3.4 GPA
  • Completed course in Analog and Digital Electronics, Electromagnetics, Digital Image Processing, Real-Time Systems, Digital Signal Processing, Wireless Cellular and LTE broadband, Fiber Optics and Networks, Radar Networks, CAD, Network Analysis, Electronic Instrumentation, Principals of Communications, Advance Communications, Other VLSI and Embedded system courses.
  • Project: Group research project on "an agriculture secure system", responsible for developing a prototype using MSP430 in the quarterfinals of the India Innovation Challenge Design Contest in 2018 held by Texas Instruments, anchored by IIM, Bangalore.

Overview

5

Years of professional experience

2

Years of research experience

1

Years of teaching experience

Work History

Image Processing Lab South Dakota State University
Brookings, SD

Graduate Research Assistant
05.2023 - Current

Job overview

  • Led independent research on absolute vicarious calibration and de-trending of hyperspectral Hyperion, DESIS, and EMIT sensors, developing NIST-traceable techniques for improved radiometric accuracy, global coverage, and spectral resolution.
  • Currently as a Ph.D. student continuing and expanding the research on Hyperspectral sensors calibration and validation.

Image Processing Lab South Dakota State University

IPLab Field Assistant
06.2024 - Current

Job overview

  • Documented and coordinated fieldwork for absolute calibration and validation of optical sensors, gaining technical expertise with specialized equipment.

Electrical Engineering Department, SDSU

Graduate Teaching Assistant
01.2023 - 05.2023

Job overview

  • Mentored undergraduate electrical engineering students, leading lab sessions, providing technical guidance, one-on-one assistance, grading and maintaining lab functionality.

Infosys Ltd.

Systems Engineer
01.2021 - 07.2021

Job overview

  • Designed user-friendly web applications using HTML and JavaScript.
  • Partaken in developing and designing apps and logos.
  • Contributed to the team assisting "Canara Bank and Axis Bank" as clients.
  • Developed custom software solutions for various business needs, resulting in improved productivity.

TechniLab Instruments Innovative Technology

Antenna Design Intern
06.2019 - 08.2019

Job overview

  • Learned to design microstrip patch antennas, analyze the application of antennae, and compile theoretical studies on the propagation of electromagnetic waves.
  • Earned knowledge with some hands-on experience in industrial-level microwave systems development and application.

Skills

  • Satellite Calibration and Validation
  • Satellite image processing, Hyperspectral and Multispectral sensors
  • Statistics
  • Analog Circuit Design and Antenna Design
  • MATLAB, R, Julia (proficient), Python (learning), and Machine learning (intermediate)
  • ENVI, R Studio, Visual Studio, LTSpice, Cadence Virtuoso (intermediate), HFSS tool (intermediate)
  • HTML, JavaScript (intermediate)
  • Others: MS Excel, analysis techniques

Interests

Radiometric Calibration and Validation

Hyperspectral sensors

Atmospheric correction

Vicarious data collection (fieldwork)

Uncertainty analysis

Statistical data analysis

Teaching

Software

Visual Studio

Matlab

Google Earth

ENVI

R Studio

Affiliations

  • South Dakota State University
  • Image Processing Lab

Accomplishments

  • Presented a group research project on an agriculture secure system, responsible for developing a prototype using MSP430 in the quarterfinals of the India Innovation Challenge Design Contest in 2018 held by Texas Instruments, anchored by IIM, Bangalore.

Publications

Adrija, H.M.; Leigh, L.; Kaewmanee, M.; Pathiranage, D.S.; Fajardo Rueda, J.; Aaron, D.; Teixeira Pinto, C. ”Absolute Vicarious Calibration, Extended PICS (EPICS) Based De-Trending and Validation of Hyperspectral Hyperion, DESIS, and EMIT.”, Remote Sens. 2025, 17, 1301. https://doi.org/10.3390/rs17071301.


Fajardo Rueda, J.; Leigh, L.; Kaewmanee, M.; Monali Adrija, H.; Teixeira Pinto, C. ”Derivation of Hyperspectral Profiles for Global Extended Pseudo Invariant Calibration Sites (EPICS) and Their Application in Satellite Sensor Cross-Calibration.”, Remote Sens. 2025, 17, 216. https://doi.org/10.3390/rs17020216.

Timeline

South Dakota State University

Ph.D. from Electrical Engineering - Image Processing
05.2025 - Current

IPLab Field Assistant

Image Processing Lab South Dakota State University
06.2024 - Current

Graduate Research Assistant

Image Processing Lab South Dakota State University
05.2023 - Current

Graduate Teaching Assistant

Electrical Engineering Department, SDSU
01.2023 - 05.2023

Systems Engineer

Infosys Ltd.
01.2021 - 07.2021

Antenna Design Intern

TechniLab Instruments Innovative Technology
06.2019 - 08.2019

South Dakota State University

Master of Science from Electrical Engineering

Visvesvaraya Technological University

Bachelor of Science from Electrical, Electronics And Communications Engineering

Work Preference

Work Type

Full TimePart Time

Work Location

Remote

Important To Me

Work-life balanceCareer advancementHealthcare benefitsPersonal development programsPaid sick leaveFlexible work hoursCompany CultureWork from home option
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Languages

English
Professional Working
Telugu
Full Professional
Hindi
Limited Working
Kannada
Native or Bilingual
HARSHITHA BYREGOWDA (Monali Adrija)Ph.D. Student @ IPLab South Dakota State University
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