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Hi, I'm Nilansh. I...

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My Skills

Specialist in need. Generalist at heart.

Front-end

  • html(5)
  • css(3)
  • Javascript
  • Jquery
  • Bootstrap
  • Angular(2)
  • Ionic(2)
  • ReactJs

Back-end

  • NodeJs
  • MeteorJs
  • NPM
  • Express
  • SQL
  • Mongo
  • Restful Web Services
  • Django | Python

Tools

  • Vim
  • Bower
  • Atom || Webstorm
  • Github && Bitbucket
  • SSH
  • Gulp

My Works



Ecommerce

Web | Android | IOS

Live Ecommerce webapp developed for SS Enterprises with Product filtering, Discount coupons, Cart checkout and Stripe Payment gateway integration using Django. Deployment done on EC2 using gunicorn, nginx with Cloudflare SSL.

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Sentiment Analysis Playground

NLP Playground API developed using Flask. Sentiment Analysis Engine backend developed using NLTK, scikit-learn classifiers. Models trained on 10662 tweets categorized into positive and negative.

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Company Analyser & Pdf Generator

Company Analyser app developed using Django which scrapes crunchbase.com and prepares a pdf report & json response from the data crawled.
Different parameters are the investor details and the total funding etc.


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Customer Retention Prediction

An Artificial Neural Network to predict whether a customer stays in a bank. Parameters considered were Credit Score, Gender, Age, Balance, Estimated Salary etc.
Accuracy: 86.47 %


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Stock Price Prediction


A Recurrent Neural Network to predict stock prices on the basis of trend analysis of previous stock prices. Stock Price was predicted for different times in the future with varying LSTM layers.

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Twitter Sentiment Analysis

Sentiment Analysis on realtime twitter data with live graphs using nltk, twitter-streaming­ api, scikit­learn, matplotlib. Classifiers used were Naive Bayes, Multinomial NB, Bernoulli NB, Logistic, SGD, NuSVC. Accuracy calculated for all the classifiers separately and a combined voting classifier formed.
Accuracy: 73.72 %

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Web Scraping


Experience of scraping websites such as Crunchbase, LinkedIn, Paytm, MouthShut, Amazon, Pinterest, Zomato etc. Used Python Urllib module & Scrapy, Splash Frameworks with Proxy Chaining & Request Headers Modulation.

Education

B-TECH from Bharati Vidyapeeth's College Of Engineering, Delhi in IT (2015-19). Here are some of the technologies i have worked with...

My Experience

VOCIQ


Software Developer Intern
(Mar 2018 - Jun 2018)

Worked on Data Extraction using Python3 and other frameworks such as Scrapy. Also extracted data from Fb, Youtube, Instagram & Twitter's API and fed into google's NLP engine to analyse mass sentiments. Worked on ReactJS & MeteorJS.

Krunch

(Hongkong based)

Software Engineer
(Aug 2018 - May 2020)
  • Created backend REST API services for the frontend team in Python Django and wrote asynchronous background tasks in celery.
  • Running and managing CronJobs on the servers.
  • Managing AWS EC2 deployment and maintenance for the product.
  • Created automated scripts to scrape data from different social media platforms and further preprocessing it to be analysed by ML models.
  • Created CI/CD Jenkins Pipeline for the product to handle automated deployments and error reporting mechanism.
  • Review and test the code of other Jr. Developers.
  • Suggested and developed analytical features to entice users to join the platform.
  • Pitched the product to potential investors.
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Nxtlife Technologies

Software Developer Intern
(Jun 2017 - Aug 2017)

Developed Hybrid Apps using Angular 2, Ionic 2, Phonegap. Implemented the entire offline functionality using PouchDB.

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Noddys Club

Full Stack Web Developer Intern
(Nov 2017 - Jan 2018)

Developed and managed entire website for Noddys Club using Angular 2, Firebase, AWS.