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About Me
I am a data analytics professional with 9 years of experience. I have developed Text mining solutions involving association rule mining and sentiment analysis for a leading BPO company. The solution was developed in Python and R.
I also ha...
I also have experience in mentoring professionals and help them to transition their career to analytics. I have helped over 50 students/ professionals in understanding the concepts of Machine learning and data science through various courses I teach in one of the leading Ed tech companies in India.
I have excellent verbal and written communication skills in English.
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Portfolio Projects
Description
- Conductinglearning and development sessions in data science/Analytics using Python for students and working professionals.
- Successfully completed mentoring of two batches of AI/Machine learning PG program for Great Lakes Institute of management. (course topics include Statistics and probability, hypothesis testing, Python/R basics, Supervised and Unsupervised machine learning, text analytics, Deep learning (Neural networks and NLP), model selection & tuning etc.)
- Providingguidance in AI, ML and statistics for students from various background through various web-based training class platforms(urbanpro.com, classvio.com etc).
- Providing guidance for Data science/analytics course projects.
Description
- Spearheaded the creation of template for data investigation and obtained approval from Business Improvement Team; estimated project timelines and managed resources
- Facilitated team with call listening, captured call details in Excel and identified major call drivers that were resulting in repeat calls; pre-processed, classified call details text into categories to analyse major issues faced by customers
- Summarized observations using pivot tables, visualized results using pie charts and bar charts in MS Excel and R
- Analysed call data and conducted sentiment analysis in Python; provided recommendations to Operations Team for improvement in the current process to attain excellent FCR
- Association rule mining techniques were used to mine the data in the call details file and understand the reason behind repeated calls.
- Implemented new data feeds into the data warehouse from flat files/other database platforms; developed data mart solutions from design to implementation
- Migrated and re-developed legacy reports in Excel/Access/SQL Server 2000 to the SQL Server 2005/2008 platform
- Developed new SSRS reports to replace existing reports and take advantage of the new data feeds available; configured and maintained business intelligence solutions to deliver data marts
- Executed operations with Business Intelligence Reporting Tools to create KPIs and scorecards to improve corporate profitability measures and comparative analysis
- Formulated numerous ad hoc queries & reports to collect and present information to clients and contributed in achievement of organizational goals
Description
- Worked on data extraction from various sources such as SQL Server, CSV, Excel and Text File using SSIS
- Created & transformed SSIS packages such as Slowly Changing Dimensions, Look up, Aggregate, Derived Column, Conditional Split, Multicast and Data Conversion
- Led development of tabular reports, parameterized reports using report designer in BIDS, data-driven subscriptions to deliver reports to users, sub reports and drill through reports
- Configured reports to use cache and snapshots through Reports Manager to enhance performance; worked at client location for development of the front-end of a banking application