Sanket Kumar Mali

Software Engineer | Machine Learning Enthusiasts

About Me



Hi, my name is Sanket and I’m a Software Engineer. Besides working on systems, lately, I started to explore machine learning and deep learning. I have worked on multiple Machine learning and Deep learning project as a part of that journey so far. During my tenure in Nvidia as an intern I had a good exposure to the KALDI toolkit and implemented a Keyword spotting system using Speech Recognition. Primarily I write code on C/C++ and Python and glued everything using bash_script
When I am not working on a computer, either I can be found with a set of pencils and a few blank sheets or with an old fashioned real book.

Way I can help any development team:
►Brainstorm and implement new features
►Maintain and bug fix in existing code ►Automate repitive tasks

Skills




Proficient:

C/C++ Datastructure & Algorithm Python Bash Scripting


Familiar:

Javascript Java Html CSS


Tools:

Git Docker Vscode


Concepts:

Datastructure & Algorithm Operating System Linux System Programming Socket Programming Automatic Speech Recognition Kaldi Machine Learning



Journey So Far >>>

Experience



Nvidia Graphics

Software Intern

August 2018 - Present

" I am AI "

Worked on a super cool project for the last 6 months. My responsibility was to build an in house ASR(Automatic Speech Recognition) using available Open source tool kit. Kaldi ASR is by far the best open source tool kit available out there in terms of performance. It also has an active and awesome help forum. Explored th Kaldi tool kit and get a decent understanding of the basic concepts behind ASR. For the specific usecase we need an embedded ASR solution on low resource devices. So, besides performance, it was also necessary to maintain a low memory and CPU footprint.


Technologies : ASR C/C++ Python Shell scripting cmake

Education



MNNIT Allahabad

M. Tech, Software Engineering

2017 - 2019

"Motilal Nehru National Institute of Technology Allahabad (MNNIT or NIT Allahabad), formerly Motilal Nehru Regional Engineering College (MNREC) was established in 1961. MNNIT has the distinction of the being first in the country to start an undergraduate programme in Computer Science & Engineering, in 1976-77."

During my time at MNNIT I have studied the core computer science subjects in more depth. I have gained more insights in wide variety of subjects like Operating System, Computer Networks, Databases

I worked as a teaching assistant in MNNIT Computer Science Depertment providing assistance during workshops and other departmental works.

A Little More About Me



Alongside my interests in software engineering and machine learning some of my other interests and hobbies are:

  • Reading books
  • Pencil sketching
  • Gaming