sidharthaA

CareerCrush

Amperayani_Portfolio

Portfolio website demonstrating my projects and tableau dashboard

Analasis-of-NY-311-Service-Requests-Dataset

Created data visualizations to better understand the trends in 311 Service Requests across NYC over a period of 10 years.

crackDevs

Drug-Designing-using-AI

Improving a feed forward neural network to predict bioactivity between compounds and targets. Finding better descriptors of the molecular data can significantly improve the quality of the results.

e-commerce-store

Developed and hosted a web service that provides two operations; a client application that invokes the operations, and a coordination handler from the service side that enforces the correct order of the invocation. This web service has a backend database and one of the operations is to allow users to query the database.

Employee-Salary-Estimator

Developed a model to predict approximate salary for a data scientist position

ETL-Development-for-Financial-Performance-Data-Mart

Developed a Data Mart to help a company analyze financial performance and manage relationships with sister companies.

Social-Network-Application-using-MERN

a web-based application that facilitates users to post pictures, videos, and entries

Topic-modelling-for-articles

Used gensim to perform topic modeling on a data between 10 and 30 topics. For each topic modelled, measured its performance using perplexity, Bayesian information criterion, and coherence. For each measurement, used matplotlib to graph each measure for each of the number of topics used.

sidharthaA/Drug-Designing-using-AI

Improving a feed forward neural network to predict bioactivity between compounds and targets. Finding better descriptors of the molecular data can significantly improve the quality of the results.

sidharthaA/e-commerce-store

Developed and hosted a web service that provides two operations; a client application that invokes the operations, and a coordination handler from the service side that enforces the correct order of the invocation. This web service has a backend database and one of the operations is to allow users to query the database.

sidharthaA/Social-Network-Application-using-MERN

a web-based application that facilitates users to post pictures, videos, and entries

sidharthaA/Topic-modelling-for-articles

Used gensim to perform topic modeling on a data between 10 and 30 topics. For each topic modelled, measured its performance using perplexity, Bayesian information criterion, and coherence. For each measurement, used matplotlib to graph each measure for each of the number of topics used.

sidharthaA/Amperayani_Portfolio

Portfolio website demonstrating my projects and tableau dashboard

sidharthaA/Analasis-of-NY-311-Service-Requests-Dataset

Created data visualizations to better understand the trends in 311 Service Requests across NYC over a period of 10 years.

sidharthaA/crackDevs

sidharthaA/Employee-Salary-Estimator

Developed a model to predict approximate salary for a data scientist position

sidharthaA/ETL-Development-for-Financial-Performance-Data-Mart

Developed a Data Mart to help a company analyze financial performance and manage relationships with sister companies.

sidharthaA/Exploratory-Data-Analysis-of-Used-Car-listings

This is an exploratory data analysis of used car listings on Craigslist

sidharthaA/Image-processing

Image processing (dimension reduction) using PCA and numpy

sidharthaA/face-art

sidharthaA/freeCodeCamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

sidharthaA/frontend-mini-challenges

Collection of frontend challenges for learning and interviews

sidharthaA/IMDBToSQL

sidharthaA/language-processing

list of 20 most frequent words based on their document frequency

sidharthaA/Leetcode

Here you can find all my leetcode submissions

sidharthaA/Non-Relational-Database-Implemetation

sidharthaA/Playing-with-pandas

Using normalize function and eucledian distance function computed distance between 2 rows

sidharthaA/Playing-with-statististics

calculating the mean and medians of each of the columns, with confidence interval and bootstrapping

sidharthaA/Relational-Database-Implementation

sidharthaA/Resume

Link to resume

sidharthaA/sidharthaA

sidharthaA/Wikipedia-Language-Classification

Trained and Classified sentences into respective languages using Decision Trees and Adaboost stumps algorithm. Achieved 100% classification accuracy

sidharthaA/Working-with-SOAP-and-RESTful

Developed an application that invokes three public web services, with one SOAP-based service with WSDL and 2 RESTful

sidharthaA/Year-round-Orienteering

given a map with terrain information, elevation contours, and a set or sequence of locations to visit ("controls"), generate optimal paths for orienteering