Courses

Graduate Coursework

  • CSE 417T : Introduction to Machine Learning
  • T81 558 : Applications of Deep Neural Networks
  • ESE 520 : Probability and Stochastic Processes
  • CSE 511A : Introduction to Artificial Intelligence
  • CSE 559A : Computer Vision
  • ESE 588 : Quantitative Image Processing
  • ESE 519 : Convex Optimization
  • ESE 415 : Optimization
  • ESE 524 : Detection and Estimation Theory
  • ESE 551 : Linear Dynamic Systems I
  • ESE 553 : Nonlinear Dynamic Systems
  • ESE 483M :Introduction to Electronic Instrumentation Design
  • ESE 662M : Analog Integrated Circuits
  • ESE 431 : Introduction to Quantum Electronics (Audit)
  • BME 572 : Biological Neural Computation (Audit)

MOOCs

  • Neural Networks and Deep Learning
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
  • Structuring Machine Learning Projects
  • Convolutional Neural Networks
  • Sequence Models
  • Introduction to Data Science in Python
  • End-to-End Machine Learning with TensorFlow on GCP

Teaching Experience

    Graduate Teaching Assistant, CSE562M Analog Integrated Circuits (August-December 2016,2017)
  • Conducted in-class Cadence and analog circuit design principles help sessions.
  • Undertook one-on-one help sessions for installing and debugging design challenges and provided guidance for semester-wide course project for two consecutive course offerings.

Mentorship

  • Mentored a senior undergraduate student in the ESE Department at WashU for independent study research project titled "Data Sonification and its Applications", August-December 2019.
  • Mentored senior undergraduate students in the ESE Department of WashU during their Senior Design Project titled "Identifying ischemic stroke conditions via CT scans using neural networks", January-May 2017.
  • Mentored a junior undergraduate summer reaserch student in the CSE Department of WashU for REU project titled "Implementing a C++ based algorithm for an existing Matlab based Gini-Support Vector Machine Classifier and Comparing their respective performances", May-August 2016.