Nilavan Akilan
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Seemore - Blind Person Guidance App
Seemore - Blind Person Guidance App

A voice and gesture based app for the visually impaired.

VisionFlaskfeatured

<i class='fab fa-github' data-toggle='tooltip' data-placement='bottom' data-delay='250'></i> | EDA on Haberman dataset
| EDA on Haberman dataset

Basic exploratory data analysis on Haberman's cancer survival dataset.

data scienceEDA

<i class='fab fa-github' data-toggle='tooltip' data-placement='bottom' data-delay='250'></i> | Tfidf Vectorizer
| Tfidf Vectorizer

Simple tfidf vectorizer from scratch compared with sklearn's implementation.

nlpmachine learning

| Random Search CV

Implementing k-fold random search cross validation from scratch for a KNN classifier.

cross validation

Tredence - Ode To Code
Tredence - Ode To Code

Predicting Weather Using Alien Fruit Properties.

MachinehackOptuna

PetFinder.my - Pawpularity Contest
PetFinder.my - Pawpularity Contest

Analyzing raw images and metadata to predict the “Pawpularity” of pet photos.

KaggleSwin transformerfeatured

RespAI
RespAI

A web app to detect COVID-19 and Pneumonia from Chest X-Ray images using a Deep Convolutional Neural Network.

CNNCOVID-19featured

Google Brain - Ventilator Pressure Prediction
Google Brain - Ventilator Pressure Prediction

Simulating a ventilator connected to a sedated patient's lung.

KaggleEnsembles

<i class='fab fa-github' data-toggle='tooltip' data-placement='bottom' data-delay='250'></i> | Self driving car
| Self driving car

A keras implementation of DAVE-2 from Nvidia's paper to predict the steering angle given a sequence of images or a video.

deep learningkeras

Chloe - Personal finance assistant
Chloe - Personal finance assistant

A personal finance management app with an AI powered assistant designed to help educate the user towards financial independence.

personal financechatbot

<i class='fab fa-github' data-toggle='tooltip' data-placement='bottom' data-delay='250'></i> | Quora question pair similarity
| Quora question pair similarity

Classical machine learning approach to the quora question pair similarity problem.

machine learningnlp

<i class='fab fa-github' data-toggle='tooltip' data-placement='bottom' data-delay='250'></i> | HackerEarth ML challenge - Churn risk score prediction
| HackerEarth ML challenge - Churn risk score prediction

Predicting the churn score for each customer on a website based on
- User demographic information
- Browsing behavior
- Historical purchase data
among other information.

churn predictionmachine learning

with by Nilavan Akilan