Debosmita Das

Debosmita Das

Raleigh, North Carolina, United States
2K followers 500+ connections

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About

Data Scientist with 5+ years’ experience
in machine learning, predictive
analytics,…

Activity

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Experience

  • Charles Schwab Graphic

    Charles Schwab

    Raleigh, North Carolina, United States

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    Providence, RI, United States

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    Raleigh-Durham, North Carolina Area

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    Sunnyvale, California

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    Raleigh-Durham, North Carolina Area

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    Kolkata Area, India

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    Kolkata Area, India

Education

Licenses & Certifications

Volunteer Experience

  • Corporate Sponsors Relations Chair

    Women in Computer Science, NCSU

    - Present 7 years 1 month

    Science and Technology

    I interact with corporate sponsors of WiCS NCSU on regular basis to organize sponsor-led events like coding workshops, lightning talks, career fairs and other career related events. The main aim of this role is to connect minority groups to industry professionals so that they can get proper guidance and an idea of how technology is implemented in real-world.

  • Graduate Relations Chair

    Women In Computer Science, NCSU

    - 1 year 5 months

    Science and Technology

    As a Graduate Relations Chair, I am responsible for reaching out to the graduates about the club activities and inspire them for creating an atmosphere that will provide equal opportunity to all in science and technology sphere. Through collaboration with the NC State Computer Science Department and WiCS corporate sponsors, the club has been able to put on a variety of events to help with the education and development of its members. In the fall of 2016 WiCS and Eastman Chemical held an NCWIT…

    As a Graduate Relations Chair, I am responsible for reaching out to the graduates about the club activities and inspire them for creating an atmosphere that will provide equal opportunity to all in science and technology sphere. Through collaboration with the NC State Computer Science Department and WiCS corporate sponsors, the club has been able to put on a variety of events to help with the education and development of its members. In the fall of 2016 WiCS and Eastman Chemical held an NCWIT Sit With Me event to open up discussion at NC State about diversity in tech. In the spring, WiCS hosts DiamondHacks, an overnight female oriented hackathon at NC State.

Publications

  • Acquaintance with the Third Paradigm Computing - Ubiquitous Computing

    Forum of Scientists, Engineers & Technologists

    Other authors

  • Architectural Framework for User Mobility with Distributed Trust over Security in Ubiquitous Environment

    Forum of Scientists, Engineers & Technologists

    Other authors

Courses

  • Advanced Data Structures

    CSC 541

  • Advanced Machine Learning

    CSC 722

  • Algorithms for Data Guided Business Intelligence

    CSC 591

  • Automated Learning and Data Analysis

    CSC 522

  • Clustering

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  • Compiler Construction

    CSC 512

  • Data Mining

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  • Database Management concepts and Systems

    CSC 540

  • Design and Analysis Of Algorithms

    CSC 505

  • DevOps

    CSC 519

  • Linear Algebra

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  • Logistic Regression

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  • Machine Learning

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  • Programming and Data Visualization

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  • Simulation and Risk Analysis

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  • Survival Analysis

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  • Text Mining

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  • Time Series and Forecasting

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  • User Experience

    CSC 591 012

Projects

  • Automatic-Test-Case-Generation

    Continuous deployment and DevOps infrastructure cannot survive without tests. In this project I have shown how to automatically generate tests, a process which can be triggered after a commit, or during other stages of the deployment pipeline. This project also tracks how many branches, statements and functions are covered by the generated test cases.

    See project

  • Proxies, Queues, Cache Fluency With Redis

    Implemented features of Redis by combining Redis with server-side web technologies to demonstrate concepts related to caches and queues.

    See project

  • Configuration-Management

    This project spins up virtual machines automatically through Ansible Playbooks and assigns each machine with specific tasks.

    See project

  • Tax Evasion and Financial Stability Project with BlockChain

    Created an end-to-end system implementing block chain technology, ethereum, escrow contract to implement a highly secure cash-less transaction. Language Used – Python, REST API, Solidity.

  • Real-time cricket match information system

    Technologies used: ASP.NET and SQL Server

    Other creators

  • Thesis Project - Detection of Time Series Data Pattern Change and its Visualization

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    Researching on how to design a data model with ARIMA to detect sudden pattern change in time series data; Data is analyzed at various stages with visualization tool D3.js. Language –Python
    Under the direction of Dr. Christopher G. Healey & Dr. Susan Simmons.

  • Lung Cancer Classification

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    Developed a model to identify lung cancer by scanning CT Scan images of lungs using 3D convolutional neural network. Language Used – Python

    See project

  • Twitter Sentiment Analysis

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    Interpreted live tweets from Twitter with Naïve Bayes and Logistic Regression to obtain overall sentiments behind different topics. Language Used – Python

  • Compiler Creation Project

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    Implemented phases of compiler: Scanner, Parser, Intra Function Code Generation, and Function Code Generation for C programs. Language Used – Java

    See project

  • SMS Language Translator

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    This was an application developed to translate short-hand used in SMS to normal English and vice verse to improve transfer performance.

    Other creators

Honors & Awards

  • WeCode Scholarship

    TwoSigma and WeCode Committee, Harvard University

  • Winner of IASA Student Architecture Competition

    IASA

    My team won the inter-school architecture competition organized by IASA. It involved designing of architecture(business, conceptual, information, software, and security) for several stages of an application development from user requirement specification document.

  • Grace Hopper Scholarship Award

    North Carolina State University

    I have been awarded an all expenses covered scholarship for Grace Hopper Conference, 2017 for my outstanding performance in Graduate school and dedication to supporting all women of NC State's Engineering department who have an affinity towards Computer Science.

  • HackDuke 2016 hackathon – Winner of BlockChain Implementation Category

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    Tax Management and Financial Stability Project – Created an end-to-end system implementing block chain technology, ethereum, escrow contract to implement a highly secure cash-less transaction which ensures financial transparency and tax monitoring on every possible income for every person. Language Used – Python, REST API, Solidity.

  • Received high appreciation from client and top executives of Tata Consultancy Services for developing an innovative continuous integration tool for database, which helped them save $80,000 per year.

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  • My photography works have been featured in several Internationally acclaimed magazines such as Daily Mail of UK, Plaid Zebra and Emerging Artists of New York and exhibited in various exhibitions in India, Bangladesh and Dubai.

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  • Selected among top 30 photographers in one of the most prestigious photography awards viz. Hamdan International Photography Award

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Test Scores

  • Graduate Record Examinations (GRE)

    Score: 325 out of 340

    Quant.: 169 Verbal: 156 Analytical Writing: 3.5 out of 5.0

  • Test of English as a Foreign Language (TOEFL)

    Score: 110 out of 120

Languages

  • English

    Native or bilingual proficiency

  • Hindi

    Full professional proficiency

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