About Me
20 years of IT experience
Hands on with Python, R, C++, and Data Analytics and Data process engineering, React Js, React Native, andahigh performebt Websocket server dev using c++, REST backend using PHP/phalcon, and Py/Flask, Meta Quote s...
Show MoreSkills
Graphic Design
Web Development
Development Tools
Others
Programming Language
Data & Analytics
Database
Software Testing
Operating System
Positions
Portfolio Projects
Company
360 Customer/Reseller Portal (Internal use)
Description
Developed a portal from ground-up using the React.js (UI) and Python Flash (REST Server) and hosted using nginx. The entire project was done end-to-end by myself. The visulizatio pars has been developed using various chart libs, and ag-grid for all tabular data display needed. More importantly, the data store has been on Elasticsearch such that the application supports both segmentation and dashboard needs of the internal users.
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Data Preprocessing Tools
Description
Handful of data algorithms harnessed together to support the business to get access to the quality data. Keeping that as a goal, developed "data enrichment" tool (actually it is a host of many, or put it otherwords, it defines a workflow that brings both manual and automated processes work seamlessely) to achieve the end goal.
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Decision Support System
Description
For internal business development, the following projects in Machine Learning and Data science under taken broadly -
1. Customer Churn Anaysis: Statistical models developed that highlights focus customers (models developed using Bayesian estimation techniques leveraged by stan with suitable priors and posteriors)
2. Marketing ROI: Several models that evalue the efficacy of dollar being spent
3. Customer Experience: This is being measured continuously by leveraging both internally and external data.
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Python R Language Machine LearningTools
rstudio Jupyter Notebook