About Me
Seasoned Data Scientist driving transformation with Analytics and Machine Learning with over 15 years of experience in building Machine learning models, Data Visualization, SQL Server DBA & Developer, Performance Tuning, Web and REST API applicati...
I Specialize in :
- Data Analytics and Machine Learning with Pytorch and TensorFlow
- Web Scraping and Data Mining
- Data Visualization
- MSSQL, MongoDB
With a Master in Computer Application with Mathematics degree and extensive experience in Agile development environment, I have the necessary skillset and problem-solving abilities to get your job done and deliver on the expectations.
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Data & Analytics
Database
Web Development
Programming Language
Networking & Security
Portfolio Projects
Company
DxC Deutsche Bank Change and Service Request classification
Role
Machine Learning Engineer
Description
DxC received 300,000 change and service requests from DB. All the requests were written in free text. DxC sales team required to categorize the changes to bill DB in an accurate and speedy way. We compared multiple Machine Learning algorithms to gain the best accuracy on classifications. Delivered a classification model with 85?curacy, resulting in a 15% increase in recurring annual revenue.
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Incidents Descriptive Analytics and Dashboard
Role
Data Scientist
Description
DxC DB account receives approximately 250,000 incidents per month. It was required to reduce the incidents volume by analyzing those and create problem tickets based on identified root cause. Worked on incidents categorization. Identified bulk, duplicate and repetitive incidents and present those to the SMEs.
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Matplotlib Plotly.Js Power BI PythonCompany
Incidents Predictive and Correlation Analysis
Role
Machine Learning Engineer
Description
As a preventive analysis, we correlated the incidents with change request, space utilization and network operations. Predicted top CI could have been the top polluter based on historical data. Overall Indecent reduction 30%.
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Machine Learning Matplotlib PythonTools
Notepad++ (Win/Mac)Company
Web scrapping
Role
Data Scientist
Description
DxC finance team required to match a good number of keywords through some websites for risk analysis.
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Python Web Crawler Web Scraping