THE BEST WAY TO PREDICT THE FUTURE IS TO INVENT IT.

PORTFOLIO

Mobile Machine Learning | TensorFlow | Artificial Intelligence | Android App Development

GITHUB PROJECTS

Android and TensorFlow Projects 

MEDIUM STORIES

Writer on Artificial Intelligence at Medium.

GOOGLE COLAB NOTEBOOKS

Interactive Google Colab notebooks on interesting topics in ML.

STACK EXCHANGE

Active answerer with "tensorflow" and "android" tags.

 

ANDROID AND TENSORFLOW PROJECTS

Open-source projects on various topics covering Mobile ML, TensorFlow Lite and Android.

A Decision Tree algorithm used for classification made in Kotlin langauge.

A TensorFlow Project which detects spam messages and uses this capability in Android apps.

An Android application which can detect potential cases of Melanoma with just a picture of the skin.

A basic Bayes Text Classifier written in Kotlin and can be used for classification purposes on Android.

Sarcasm Detection app for Android.

Face Recognition using FaceNet and Firebase MLKit on Android.

Feed-Forward Neural Networks implemented in Kotlin.

Explore Q Learning with the Frozen Lake Environment 🥶 in Android.

Neural Networks meet Charles Darwin’s Principle in Kotlin

text2summary_banner.png

Text2Summary

An Android library for performing text summarization.

 

STORIES

Writer at BecomingHuman.ai, Predict, DataSeries, TowardsDataScience, The Startup and Heartbeat.

Dismantling MobileNets to see how they are lightweight and so efficient.

TensorFlow Lite Android Support Library: Simplify ML On Android

Introducing the new TF Lite Android Support Library

4 Awesome Ways Of Loading ML Data In Google Colab

Loading data in Google Colab with various APIs and packages.

Colorizing B/W Images With GANs in TensorFlow

An experiment with GANs to colorize B/W images.

Exploring Random Forests In Light Of Kotlin

Implementing Random Forests from scratch in Kotlin (or even Android)

MLP Mixer Is All You Need?

Understanding MLP-Mixers from beginning to the end, with TF Keras code

Sarcasm Detection using Word Embeddings in Android

Using the amazing power of word embeddings in Android.

Face Landmark Detection With End-To-End Regression in TensorFlow

Build a model right from zero without using other packages!

Neural Implanting With AutoEncoders and TensorFlow

Image reconstruction with AutoEncoders ( with skip-connections )

Hyperparameter Optimization With Genetic Algorithms In Kotlin

Neural Networks meet Charles Darwin’s Principle in Kotlin

Detecting Age And Gender with TF-Lite On Android

Designing and training a custom TF model

Designing Decision Trees From Scratch On Android

Developing Decision Trees in Kotlin

 

Cityscape Image Segmentation With TensorFlow 2.0

Image Segmentation using UNet architecture.

Coding Feed-Foward Neural Networks in Kotlin (or Android)

Implementing a FNN in Android.

Introducing Text2Summary: Text Summarization on Android ( With TF-IDF )

A simple easy-to-use library for generating text summaries on Android

Implementing The Gaussian Naïve Bayes Classifier In Android

Diving deep into the code and mathematics.

Work Experience

0.png
Android Development Intern At AjnaLens

From April 2020 to July 2020

 

Worked as an Android Development Intern with AjnaLens, a tech-startup which creates augmented reality headsets for use in education and defence. During the internship, I integrated a number of ML models in Android applications and also improved their efficiency for edge devices.

w31.png
 

AAD Certification

AAD PNG.png
 

Please note that this certification is valid till 16th February 2021.