Manidipa Banerjee
University of Massachusetts Dartmouth, Class of 2016
From Kolkata, MA
From Kolkata, MA
Seeking Lead or Senior role in Data Architect field and augment my 6+ years of professional experience in Data Lake architecture, Database Administration & Data Analysis towards the success of the company and my career.
Developed a Data lake architecture for Art Museum for non-profit Association. The objective is to develop a relational database and provide a dynamic architecture for the data flow across the database with authorized access features.
Created a Statistical report based on back end data of an online marketing company. Used R and R Studio to identify Product performance, In-market segment analysis, Product Affinity and Twitter trends for the period 2014-2015. Clustering, tree-map and regression models finally led to developing a predictive model to forecast Product Revenue and referral sources for forthcoming years.
Publication:
Submitted for review - Conference paper on Digitizing Museum Using Data Lake architecture, April 2106
Continuing the study of Data Lake architecture & preparing a Comparative Study report on Data Lake architecture tools.
Provided technical leadership for defining, developing and evolving software in an agile development environment using
Core Java/J2EE,
Oracle PL/SQL
Performed functional and technical work with experience in HTML, Oracle, SQL Server, and other Web related tools.
Hands on experience in data science projects including
Proven efficiency in ETL process, using machine learning algorithms to develop predictive models, Data Visualization using Cloudera Platform (CDH), Tableau, R and other web related tools for making decisions.
Domain experience in Aquaculture, Retail, Healthcare, Banking, and manufacturing fields.
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Manidipa Banerjee from Kolkata received MBA From UMass Dartmouth In May
Manidipa Banerjee from Kolkata received an MBA from UMass Dartmouth Charlton College of Business during the commencement ceremony at UMass Dartmouth May 13. The event was held on campus and the Key...
May, 12 2016 - University of Massachusetts Dartmouth
Graduate Research Assistant, Business Innovation Research Center at UMass Dartmouth
• Work directly with Asst.Director of BIRC to enable successful project implementation and provide high-tech solutions to south coast businesses.
• Working on full lifecycle for the Big Data solution to requirements analysis, technical architecture design, development to testing & deployment.
• Design and implement the ETL Data model and create staging, source and Target tables in MS SQL database Design and develop ETL Design Documentation
• Submitted to review - a conference paper that explains the efficiency and process of Digitizing museum using Data Lake architecture. With an addition of a repository for the non-profit organization to store huge amount of structured and unstructured data and the paper would also consist of a relational database model (POC). It will be accessible to the public as well as an enterprise with authorized access management.
• Continuing the study of Data Lake architecture - writing a literature review paper on Data Lake tools and emphasizing on the comparative study of the tools with their efficiency and solutions.
• Facilitate communication with cross-functional groups at research center to create awareness for UMass students via e-newsletter, seminars, conferences & workshops.
• Organized seminars & workshops to make UMassD students keep aware of business and technology trends.
September 2015 - Present
