Let's build an AI based System for the Future World.

Imagination-Invention-Implementation

Hi, I am Sourav. I am a Data Scientist at Charmboard.

Have more than 3 years of experience. Expert on Machine Learning ( regression, classification, clustering), Deep Learning (CNN, RNN, LSTM), Recommender System (collaborative filtering, content based filtering). Worked closely on Python, java, MySql, MongoDB and deeplearning frameworks (Tensorflow, Caffe, Keras).

Data Scientist Charmboard

Recommendation System, Personalised Feed

Software Developer Directi - Zeta

Worked on Python, Nodejs and Java

System Engineer in IBM India Pvt. Ltd

Developed highly scalable web application.

CEO and Founder Nodemates.com

Nodemates is a Social Learning Networking Platform. Nodemates provides Make Friend,Placement Preparation materials & News, Chatting, Share Quick Status etc.

If you can Imagine you can Invent, If you can Invent you can Implement.

My Believe

My Skills

Programming Skills

Python
90% Complete
Java/J2EE
80% Complete
C/C++/C#
90% Complete
NodeJS/MongoDB
75% Complete

Frameworks and Tools

Anaconda
90% Complete
Tensorflow
90% Complete
Eclipse / Intellij IDEA
90% Complete
Visual Studio Code
90% Complete

Educational and Professional Experience

Nov 2018
  • Data Scientist in Charmboard

  • Technology - Machine Learning, python, hybrid recommender system and personalised feed.

  • Building highly scalable Personalised feed and recommender system.

  • Currently working.

Oct 2018
  • Software Developer in Directi-Zeta

  • Technology: Python, Nodejs, Java, Machine Learning

  • Worked in Directi - Zeta as a Software Engineer.

  • 09/09/2017 - 09/10/2018

Sep 2017
  • Associate System Engineer in IBM India Pvt. Ltd

  • Technology - AngularJS, NodeJS, ReactJS, Bootstrap

  • Worked in IBM India Pvt. Ltd.as a associate syatem engineer.

  • 04/07/2016 - 22/08/2017

July 2016
  • Completed Master Of Technology from Indian Institute of Engineering Science and Technology, Shibpur.
  • Completed masters with this subjects: Information & System Security, Information & Coding Theory ,Advanced Operating Systems, Advanced Communication Engg.

  • 02/07/2014 - 05/06/2016

May 2016

  • Project:

  • Fuzzy Logic Based Optimized Power Scheduling Scheme For Home Automation.

  • Technology - Fuzzy Logic, Machine Learning, Artificial Intelligent, Matlab and C Programming.

  • In this project I have developed a system such that it will be capable to keep a track of each and every appliance in the home and the energy consumption parameters of each individual appliance will be sent to gateway where an intelligent fuzzy logic based scheduling algorithm will be running to manage all the appliances as per user requirements.

  • 01/11/2015 - 13/05/2016

May 2016
  • Entrepreneur----Launch www.nodemates.com
  • Nodemates is a Social Learning Networking Platform. Nodemates provides Make Friend,Placement Preparation materials & News, Chatting, Share Quick Status etc..

  • 06/01/2016 - 06/05/2016

Mar 2016

  • Project:

  • Mobile Application Hackathon using IBM Bluemix Cloud Platform.

  • Technology - Android, Bluemix Cloud Environment, NoSQL Database.

  • Developed a mobile app enabling carpooling by looking at passengers’ security too.Users of this applications can sign up for the service by using social signup interface and by providing basic details, such as name, registered mobile number, address details along with credit card details. On successful registration of user, Traveler will navigate to main dashboard of the application having following option Search a Ride, Offer a Ride and Payment.

  • 21/03/2016 - Present

Feb 2016

  • Publication:

  • Dynamic Congestion Analysis for Better Traffic Management Using Social Media(FACEBOOK).

  • Technology - Facebook php sdk, k-means clustering, Data mining.

  • Social media has emerged as an imperative tool for addressing many real-life problems in an innovative way in recent years. Traffic management is a demanding problem for any populous city in the world. In the current paper, we explore how the dynamic data from social media can be employed for continuous traffic monitoring of cities in a better way. To accomplish this, congestion analysis and clustering of congested areas are performed. With the term congestion, we denote co-gatherings in an area for two different occasions within a defined time interval. While doing so, we introduce a novel measure for quantifying the congestion of different areas in a city. Subsequently, association rule mining is applied to find out the association between congested roads. To our surprise, we observe a major impact of various gatherings on the disorder of traffic control in many cities. With additional analyses, we gain some new insights about the overall status of traffic quality in India from the temporal analysis of data.

  • Published in Springer: Dynamic Congestion Analysis for Better Traffic Management using Social Media”, S. Das and S. C. Satapathy (Eds.), In Springer Smart Innovation, Systems and Technologies 51, Vol. 2, Chapter 09, pp. 85- 95, 2016, DOI: 10.1007/978 − 3 − 319 − 30927 − 9 9 (ISBN: 978 − 3 − 319 − 30926 − 2), 2016 [Appeared in the International Conference on ICT for Intelligent Systems (ICTIS), Ahmedabad, India, November 28-29, 2015].

  • 06/12/2015 - 16/02/2016

Nov 2015
  • At a time Got Two Job Offer one from IBM and another from Wipro
  • Yes, this time I was very happy when at a time I got two job offer from two MNC in our IIEST campus placement. One is from IBM India Pvt. Ltd and another from Wipro Technology.

  • 04/11/2015

Sep 2015
  • Stood Second in our University on Directi coding competition (Code Chef).
  • Amazing! It was one afternoon when I was sat in our college lab and was doing some project work. Suddenly I was informed that one coding competition was going to held through our campus. And it was organised by Directi. I took part in this competition and I stood second in our University.

  • 04/08/2015

Jul 2014
  • Qualified GATE examination two times in Computer Science Paper
  • In 2013 and again in 2014 qualified Gate Examination and got Ministry of Human Resources and Development Scholarship for pursuing M.Tech at IIEST Shibpur.

  • 04/07/2016 - Present

July 2013
  • Completed B-Tech in CSE from Government College of Engg & Textile Technology, Berhampore.
  • Completed B-Tech with this subjects: Algorithms, Networking, Database Management System, Operating System, Object Oriented Programming Language.

  • 07/07/2013

May 2013

  • Project: B-Tech final year.

  • Development of Bengali Text Synthesis System using Support Vector Machine.
  • Technology: Matlab, Machine Learning, C Programming, Algorithm.
  • Objective was to develop a Bengali Text synthesis system which can help visually impaired person to read daily newspapers available in the market as well as ink printed text books. Basically Visually Impaired person have to rely on books printed by braille characters. We are taking snap of a page, converting the image to corresponding sequence of text. Then covert the text to speech so that a visually impaired person can listen to the text written on ink printed paper.

  • 05/05/2012 - 05/05/2013

Oct 2012
  • Project:
  • Online Hospital Management System
  • Technology:J2EE(Advanced Java), Eclipse-Apache tom cat, Jboss server, Mysql Database.
  • Objective was to develop an online Hospital Management System.

  • 01/10/2012-01/11/2012

Jan 2012

  • Project:

  • Online Bus Ticket Management System
  • Technology:Dotnet, C#, Microsoft Visual Studio 10..
  • Objective was to develop an online Bus Ticket Booking System using dotnet technology. Here one can search bus route, fare etc. And can book online ticket.

  • 05/05/2012 - 05/05/2013

Jun 2009
  • Higher Secondary Education
  • Got 82 percent marks in Higher Secondary with stream Science.And got 99 out 100 in Mathematics.

  • 01/06/2007-01/06/2009

Jun 2007
  • Madhyamik Examination
  • Got 85.50 percent in West Bengal Madhyamik Examination.

  • 02/06/2006 - 02/06/2007

Portfolio

Thank you.




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