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Aman Jaiswal

I am currently a Machine Learning Engineer at Entrupy, where I work with the India-ML team to develop solutions for authenticating luxury/high-value goods.

I completed my undergraduate studies from Indian Institute of Technology Dharwad. I have had the opportunity to work with Prof Aditya Nigam in the summer of 2019. I have also collaborated with Mr. Vitobha Munigala of IBM Research Labs, Benagaluru under IBM's Global Remote Mentorship Programme.

I want to make computers see, talk and act.

If you have any questions / want to collaborate / discuss new ideas, feel free to send me an email!

Email  /  CV  /  Github  /  Twitter  /  LinkedIn

News
  • [Sep 2020] Joined Entrupy as a Machine Learning Engineer.
  • [May 2020] Joined G7CR Technologies as a Cloud Solution Architect.
  • [April 2020] Graduated from IIT Dharwad.
  • [Mar 2020] En-VStegNET accepted to IJCNN'20.
  • [May 2019] Started as a research intern at IIT Mandi.
Research
En-VStegNET: Video Steganography using spatio-temporal feature enhancement with 3D-CNN and Hourglass
Aman Jaiswal, Suraj Kumar, Aditya Nigam
IJCNN, 2020
paper / presentation

We propose an Enhanced-VStegNET for full-video steganography, that outperforms the current SOTA VStegNET both quantitavily and qualitatively by modifying the architectures of the hiding and revealing networks that helps encode information more covertly and decode information more reliably.

Projects

  • Cross-domain Matching: Developing recognition systems that can perform cross-sensor/cross-spectral identification.
  • Unconstrained Ear Matching: Developing system for person identification using ear biometric captured in the wild.


I borrowed this template from Jon Barron's website.