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Hey there! I'm Yash.

I am a Deep Learning enthusiast with a flair for CV research, currently working as an Embedded Software Engineer at Caterpillar Inc. where I develop libraries and machine software for Transmission modules in Caterpillar's wheel loaders and large mining trucks. I also work with the Autonomy & Automation division to enhance productivity of remotely controlled fleets and predict system faults based on health parameters.

I believe Computer Vision has the potential to solve a multitude of routine problems, with applications ranging from traffic regulation to detecting tumours. I aim to build quality solutions, compliant with real-world scenarios while running these technologies under the hood. My interests lie in understanding complex architectures and techniques for video and image processing, to subsequently implement condensed models that can run with low compute resources and inputs from edge devices.

I also have over 1.5 years of experience in building robust Android apps. When I'm not around my laptop, I spend my time reading novels, playing basketball or learning the guitar.

My work, on and off GitHub

Currently active repositories:

  1. Human PokeDex
  2. Employee Management System
  3. Git Photos

My interests:

  1. Deep Learning and Neural Networks
  2. Android App Development
  3. Computer Vision
  4. Playing the guitar and taking part in pop quizzes

I'm currently learning more about GANs and AWS.

Want to reach out?

If you'd like to collaborate on projects or papers, debate about whether pineapple belongs on pizza or just say hi, hit me up on my e-mail.
Alternatively, you can reach me on any of my socials listed below.

Let's talk!


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Languages, Tools and Frameworks


C Language C++ Language Java Python JavaScript MATLAB


HTML5 CSS Android Flask Docker TensorFlow PyTorch Firebase MySQL Photoshop DreamWeaver Git Google Cloud Amazon Web Services


General GitHub Stats





Last updated on: 7th January, 2024.

Yash Umale's Projects

anns-on-mnist icon anns-on-mnist

An exercise iPython notebook to recognise digits using a multi-class classifier feedforward neural network.

automated-emails icon automated-emails

A simple Python script to generate automated emails for events conducted by FACE.

blind-object-detection icon blind-object-detection

Repository containing all the source files for the project based on assistive tech for the blind.

cert-it icon cert-it

Cert It! is a Web based and Android based application that aims to provide and generate certificates over a range of many templates that can be chosen/ hand-crafted by the user.

covid_entertainment_impact icon covid_entertainment_impact

A brief Data Analytics project on drawing insights from open-sourced data, dossiers and reports to determine the impact of CoVID-19 on general mass entertainment.

data-analysis-project icon data-analysis-project

Using a dataset with all the Covid cases in the world in March 2020, I created a visualization for the same - country wise

differentiator-psd icon differentiator-psd

Recording speech signals and obtaining the output from an LTI FIR Bandpass Differentiator, and further obtaining the Power Spectral Density (PSD).

free-ai-resources icon free-ai-resources

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

getboarded_latitude icon getboarded_latitude

Repository to determine the effect of latitudes on spread of CoVID-19 for GetBoarded

human-pokedex icon human-pokedex

A crime detection and campus management system that helps in the detection, classification and subsequent mitigation of crimes occurring in a region of surveillance.

irc-rover-files icon irc-rover-files

Project codebase for computers subsystem of the International Rover Challenge team at ASE-B.

scholastic icon scholastic

A one-stop campus management application, encompassing AR, NLP and Machine Learning to enhance vanilla online learning.

slac-2020 icon slac-2020

Official Website for the 10th edition of Stay Late and Code - SLAC 2020. Organised by FACE - Forum for Aspiring Computer Engineers

tensorflow-101 icon tensorflow-101

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

unsdg-app icon unsdg-app

Android application aimed at achieving the UN Sustainable Development Goals. Presented at the college's annual hackathon.

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