Projects

A selected list of projects that I have contributed to or have made. Many more can be found out over at my Github profile.

Index

Click on any link to jump to that project

SRM Search Engine

A general purpose Search Engine which is funded by the National Internet Exchange, Govt. of India

Covered thrice by Times Of India, titled

The TV channel “Vasanth TV” aired us once. Yeah thats much about it!

A high accuracy spam filtering system built on top of a custom Naive Bayes Classifier to extract specific feature sets. Designed and developed RESTful APIs using Flask for users to integrate our service with their apps. Implemented Caching for server load reduction. Achieved over 3000 users in the first version of the application. Classifier was trained against 33,000 emails.

python, nltk, Machine Learning, flask, REST APIs, dill

As covered by

Product Hunt

Spammy

Custom Naive Bayes classifier in the form of pip module , which can be trained on your own dataset for classifying emails into spam/ham. Accuracy achieved: 80%-90%. Blazingly fast once trained. “Dill” was used to serialize the classifier object for later use. Powers the web app Plino

As covered by

python, nltk, Machine Learning, dill

Movie Reviews Analysis

An analysis of the movie_reviews corpus present in the nltk corpus by applying various machine learning algorithms (like MultinomialNB, LogisticRegression, LinearSVC and some more)

python, nltk, pickle, scikitlearn

vocabulary

A python module using which you can get Meaning, Synonyms, Antonyms, translations and what not for a given word!

python, requests

As covered by

Space Shooter

Go back to the memory lane by playing spaceShooter on your system.

python, pygame, cxFreeze, pyinstaller, sprites

As covered by

Product hunt
pythondigest.ru on issue no #109
importpython.com on issue no #58
weekly.pychina.org on issue #58
dighub.ru on issue #35
oschina.net: An open source community supported by Ministry of OSS promotion Union
mybridge.co: A San Francisco based news aggregator.
recordnotfound.com: A curated list of open source projects
neuropuff.com: a programming blog

Wanna play? Requires no installation! Just unzip it and you are good to go!

Foodoh

Was the team leader for Startup Weekend Chennai, 2015 where we made a Food recommendation system.

python, beautifulsoup4, Image Processing, tesseract-OCR, Mongo-DB, HMTL, CSS, Bootstrap, Javascript, PIL

Startup weekend Team page: https://www.f6s.com/foodoh

tnote

A cross platform, command line note taking app built using python. peewee was used as the ORM choice.

Secure: Encrypts your database using standard AES-256 in CBC mode.
Title, content(duh!), timestamp and tags support.
Delete/add notes tags.
Supports full text search for notes using content as well as tags as search parameter.
Query highlighting when a search result is found

python, pycrypto, pysqlcipher3, peewee, sqlite3, clint, args

As covered by

markovipy

Simply put, a markov chains based sentence generator

She tries striking conversations with you with her cohesive sentences after you have given her fill of text to her. And no she won’t complain about how big your corpus is. Also, don’t ask her if she can pass the turing test. She might not talk to you again.

The results are often just nonsense, but at times can be strangely poetic - the sentences below were generated from the text of “The Hamlet” by Shakespeare:

If his occulted guilt, Do not it selfe vnkennell in one speech, It is most retrograde to our desire And we beseech you, bend you to remaine Heere in the cheere and comfort of our eye, Our cheefest Courtier Cosin, and our whole Kingdome To be contracted in one brow of woe Yet so farre hath Discretion fought with Nature, That we with wisest sorrow thinke on him, Together with remembrance of our selues.