About Me
Being a Data enthusiast with 8+ years of experience, I have extensively worked on Data Mining, Predictive Modelling, Business Intelligence and managed databases with domain experience in Banking & Finance and Life Sciences. I have a passion for tu...
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Web Development
Others
Data & Analytics
Programming Language
Software Engineering
Database
Networking & Security
Graphic Design
Software Testing
Positions
Portfolio Projects
Company
Migration to Alteryx
Role
Data Scientist
Contribute
Lead the project from requirement gathering to delivery.
Description
Lead the migration of data processing for insurance client from ACL scripts to Alteryx workflow which involved extracting business and technical understanding of the ACL code, design develop workflows to generate expected results with visualizations using Tableau.
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Business Intelligence MS Office SQLTools
SQL DeveloperBitcoin Price prediction using Sentiments
https://github.com/mnitin3/Bitcoin-Prediction-using-Deep-LearningBitcoin Price prediction using Sentiments
Company
Bitcoin Price prediction using Sentiments
Role
Machine Learning Engineer
Contribute
End-to-End ML Developer
Description
Predicted the bitcoin daily price by analyzing consumer demand obtained from social media data.
Performed text mining using python to derive sentiment scores for the day and built Deep learning (LSTM + ANN) model to predict daily price or fluctuations. Link:
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Jupyter Notebook LSTM Python SpyderTools
Jupyter NotebookCompany
International Gold Price Analytics
Role
Data Scientist
Contribute
R developer and researcher
Description
In this research, international gold price was predicted by analyzing consumer demand obtained from social media as well as financial news-feed data.
Performed text mining using statistical tools (R Programming) and techniques to derive certain key sentimental insights about the data set, stored in MySQL database and further proposed a regression model to ultimately predict the international gold price.
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MS Office R Language SQLCompany
Semi-Automatic Machine Learning Engine
Contribute
Led the development and deployment
Description
Led the development and deployment of a Machine Learning engine that provides ML capabilities as a service. The engine is designed to process high volumes of data, provide Regression, Classification and Optimization capabilities and compare internally to come up with the most optimal prediction models.
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C++ Database Modeling PySpark Python R LanguageTools
Jupyter Notebook