IMAGING SCIENCE / ELECTRICAL ENGINEERING / COMPUTER SCIENCE

Education.

From computer science foundations to multimodal imaging research, my education connects mathematical methods, machine learning, and practical computing systems.

GRADUATE EDUCATION

Washington University in St. Louis

McKelvey School of Engineering

St. Louis, Missouri, USA

Ph.D. Imaging Science

August 2023 – PresentIn progress

Expected completion: August 2028

M.S. Electrical Engineering

August 2023 – December 2025

Graduate training connects the mathematics of imaging with statistical learning, optimization, and computer vision.

Current research: multimodal organ and tumor segmentation for theranostic SPECT/CT, combining anatomical images, radiotracer uptake, and clinical report context.

Advisor: Abhinav K. Jha, Ph.D.

Explore current research

KEY SKILL AREAS

  • Computational imaging
  • Computer vision
  • Statistical learning
  • Bayesian inference
  • Optimization
  • Probabilistic modeling

Selected coursework.

Explore the courses behind each skill area.

Mathematics, probability & optimization3 courses
  • ESE 5931

    Mathematics of Imaging Science

  • ESE 520

    Probability and Stochastic Processes

  • ESE 513

    Large-Scale Optimization for Data Science

  • Imaging mathematics
  • Stochastic processes
  • Large-scale optimization
Machine learning & computer vision3 courses
  • ESE 417

    Introduction to Machine Learning and Pattern Classification

  • CSE 515T

    Bayesian Methods in Machine Learning

  • CSE 559A

    Computer Vision

  • Pattern classification
  • Bayesian methods
  • Visual recognition
Imaging theory & practice4 courses
  • BME 589

    Biological Imaging Technology

  • ESE 5933

    Theoretical Imaging Science

  • ESE 5934

    Practicum in Imaging Science

  • BME 506

    Seminar in Imaging Science and Engineering

  • Biological imaging
  • Imaging theory
  • Research practice

MASTER’S EDUCATION · DUAL-DEGREE PATHWAY

National Institute of Technology Hamirpur

Computer Science and Engineering

Hamirpur, Himachal Pradesh, India

M.Tech. Computer Science and Engineering

August 2021 – July 2023

Advanced study in artificial intelligence, graph algorithms, distributed computing, and network security, alongside dissertation research in generative imaging.

MASTER’S THESIS

Image Generation for Low-Count Monkeypox Dataset Using Auxiliary Conditional GANs

Generative image synthesis for a limited-data medical imaging setting.

KEY SKILL AREAS

  • Artificial intelligence
  • Graph algorithms
  • Distributed computing
  • Cloud computing
  • Network security
  • Conditional GANs

Selected coursework.

Explore the courses behind each skill area.

Artificial intelligence & mathematical methods4 courses
  • CS 700

    Artificial Intelligence

  • CS 716

    Soft Computing

  • CS 709

    Graph Theory & Network Algorithm

  • CS 713

    Game Theory

  • AI methods
  • Soft computing
  • Graph theory
  • Game theory
Distributed systems & cloud computing3 courses
  • CS 610

    Distributed Computing

  • CS 703

    Topics in Cloud Computing

  • CS 600

    Topics in Computer Network

  • Distributed systems
  • Cloud computing
  • Computer networks
Security & sensing networks3 courses
  • CS 614

    Wireless Sensor Network

  • CS 715

    Biometric Security

  • CS 733

    Security in Wireless and Mobile System

  • Wireless sensor networks
  • Biometric security
  • Mobile systems security

UNDERGRADUATE EDUCATION · DUAL-DEGREE PATHWAY

National Institute of Technology Hamirpur

Computer Science and Engineering

Hamirpur, Himachal Pradesh, India

B.Tech. Computer Science and Engineering

August 2018 – May 2022

A computer science foundation spanning algorithms, systems, mathematical modeling, digital image processing, and early neural network methods.

KEY SKILL AREAS

  • Algorithms & data structures
  • Digital image processing
  • Software engineering
  • Database systems
  • Mathematical modeling
  • Neural networks

Selected coursework.

Explore the courses behind each skill area.

Algorithms & computational foundations4 courses
  • CSD 223

    Data Structure

  • CSD 312

    Analysis & Design of Algorithms

  • CSD 211

    Discrete Structure

  • CSD 225

    Theory of Computation

  • Data structures
  • Algorithm design
  • Discrete mathematics
  • Theory of computation
Images, learning & data mining4 courses
  • CSD 323

    Digital Image Processing

  • EE 370

    Neural Networks and Fuzzy Logic Systems

  • CSD 213

    Computer Graphics

  • CSD 421

    Data Ware Housing and Data Mining

  • Image processing
  • Neural networks
  • Computer graphics
  • Data mining
Systems & software engineering3 courses
  • CSD 222

    Operating System

  • CSD 313

    Data Base Management Systems

  • CSD 321

    Software Engineering

  • Operating systems
  • Database design
  • Software engineering
Mathematics & modeling4 courses
  • CSS 111

    Engineering Mathematics-I

  • CSS 121

    Engineering Mathematics-II

  • CSS 210

    Probability & Queuing Models

  • CSD 311

    Modelling and Simulation

  • Engineering mathematics
  • Probability
  • Simulation