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Hi, I'm Sud

I like coding, playing chess, and long walks on the beach. Don't worry, I'm definitely not making AI to take over the world. 🤖

Quick Profile Overview

✅ Masters in AI at Deakin University

✅ Worked with speech, text, and image data

✅ Data Visualization and Analysis 📈

✅ Looking for jobs 👀

✅ Full working rights in Australia 🇦🇺

❌ Can carry you in video games

How to train your robot

Here's a random video of me coding the robot Pepper doing air guitar during my time as a Research Assistant at Deakin.

How did we make Pepper unsderstand human language and become Deakin's course advisor?

  • The first problem was that Pepper picked up fan noises and any other background noises which the speech-to-text libraries did not appreciate. Spectral Gating Noise Reduction was implemented via this library in order to fix this problem.
  • For speech-to-text, we tested with CMU Sphinx, Google Speech Recognition, Wit.ai and IBM Speech to Text, and finally decided to stick with Google Speech Recognition.
  • All of this was to be sent back and forth between python versions using a flask server as Pepper works on an older python version.
  • This text was inputted into GPT4All and we used retrival-augmented generation using Deakin's courses so that it could correlate and find courses which the user would like.

Projects I'm working on

What do I use to make AI which doesn't take over humanity?

Python Keras Tensorflow PyTorch ScikitLearn NumPy Pandas Selinium MySQL Docker Azure Flask Git Streamlit

Certifications

Azure AWS

Sudaksh Mishra's Projects

fabric icon fabric

fabric is an open-source framework for augmenting humans using AI.

keras-rl2 icon keras-rl2

Reinforcement learning with tensorflow 2 keras

python icon python

An online collection of notes, slides, assignments and more for the Bronze level Python class of ACM MUJ SCHAP

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