Welcome

Kon'nichiwa!

Thanks for visiting my website.

I am Vaibhav Jade, a Data Scientist at Workllama Inc.

I did a B.E. degree (Bachelor of Engineering) with honours in Computer Science from Birla Institute of Technology & Science, Pilani, Rajasthan, India (BITS Pilani, the top-ranked private university in India with campuses in Pilani, Goa, Hyderabad, and Dubai).

I am interested in understanding machine intelligence. As such, the fields which have captured my research interest for the duration of my undergraduate education are:

  • Deep Learning

  • Computer Vision

  • Machine Learning

  • Natural language understanding

Research Interests

Artificial Intelligence has penetrated every aspect of human experience, with wide applications from Self-driving cars to the understanding of radiology and clinical reports, genome sequencing; from creating art, music, literature to customized recommendations on social platforms.

My current work has been on different areas in computer vision, developing my skills in helping intelligent agents perceive the world better. For more details, please see my Experience and Projects.

In this regard, I have worked extensively with neural networks. My research interests with neural networks are two-fold:

    • Studying the applications of deep learning and how it can be used to solve problems in computer vision [Detection, Action Recognition, Visual question answering]

    • Study about various learning paradigms used for such applications.

[Meta learning, Continual Learning, active learning]

    • Investigating the very nature of CNNs and developing a deeper theoretical understanding of how they work and model data.

[Adversarial Robustness, Explainable AI]

Long-Term Goal

In the long run, I want to work on the problem of general AI to develop tools that can solve increasingly complex tasks for humans - making our lives much safer, more comfortable, and more interesting.

We live in exciting times. Such a time in human history has been seen only during times of great technological and scientific breakthrough: like the Industrial Revolution or the Renaissance.

"Artificial intelligence is the new electricity."

~ Andrew Ng, Adjunct Professor, Stanford University

Skills

Programming Languages

  • Python

  • MATLAB / GNU Octave

  • C / C++

  • Java

  • Bash

  • SQL

  • NoSQL

Frameworks / Packages

  • TensorFlow

  • Keras

  • OpenCV

  • NumPy

  • MatPlotLib

  • Git / GitHub