PORTFOLIO


PROJECTS IN DATA SCIENCE AND WEB DEVELOPMENT

GoT WARS VISUALIZED USING FORCE LAYOUT GRAPHS IN D3.js

Used the force layout graph in D3.js to communicate information about the wars that took place between different houses of Westeros and their outcomes !

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GEO MAPPING WITH D3.js

Drew a World Map and a US Map using D3.js. The World map was used to plot a few UN Statistics and the US Map was used to showcase the sales of a fictitious firm.

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DEEP LEARNING - IMAGE CLASSIFICATION OF CATS AND DOGS USING CNN IN KERAS

Used the Keras python library to build a image classification model that can tell between images of cats and dogs with 82% accuracy

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RECOMMENDATION SYSTEMS IN PYSPARK

Built two recommendation systems that use the Alternating Least Squares(ALS), a collaborative-filtering Algorithm on Pyspark.

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NATURAL LANGUAGE PROCESSING - SEC FILINGS DASHBOARD

LDA topic modeling was applied on textual data from 10-K documents to generate the industry topics and an interactive dashboard was created to explore interesting trends.

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COMPUTER VISION - FACE AND SMILE DETECTOR BUILT USING OPEN CV

Used the OpenCV python library to build a program that streams live webcam video and detects Faces and Smiles

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MOTION.AI BOT TO LOOKUP NEARBY DOCTORS, HOSPITALS AND PHARMACIES

A chatbot that helps you interact with google search API and google places API to find nearby Doctors, Hospitals and Pharmacies.

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LOGISTIC REGRESSION ON AWS MACHINE LEARNING WEB SERVICE

Built a Logistic regression model that predicts whether a person has diabetes or not using AWS ML.

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EDA OF TITANIC DATASET ON KAGGLE

Used the dataset on kaggle.com to try to answer questions about the factors that played a key role in an individual's survival after the tragic mishap.

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EDA OF ELECTION DATA VISUALIZATION IN PYTHON

I dived through the dataset available on huffingtonpost with respect to the election 2016 and came up with graphic insights.

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CURRENCY CONVERTOR CHATBOT BUILT WITH API.AI

A chatbot that fetches current currency data from fixer.io currency api and helps users convert one currency to another.

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REGEX-BASED FB MESSENGER WEATHER CHATBOT

A chatbot that interacts with the Yahoo weather API based on a user's query. Extraction of intent and entities is done through REGEX.

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