REETAYAN DAS
Lakeview Park,ON
Summary
Meticulous Data Scientist with an experience of 6 years accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning, Data mining and large dataset management and developing data science products. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
6
6
years of professional experience
2
2
Certification
Work History
Senior Data Scientist
Hexagon A&P
1 1 - Current
- Automated pipeline for Image positioning and Object Detection Control systems and created dashboards which monitors scalability and feedback for data driven deployment.
- Tools: Python, spark, data bricks, Scala, AWS, Jira, Bitbucket, Docker, TensorFlow, Boosting
- Statistics Implemented for 100% recyclable data on Cloud for Stereo and Surround view Cameras for Different Categories for Object Detection with predictive analytics by 87% accuracy.
- Tools: Python, PostgreSQL, AWS
- Showcasing statistics Report in dashboard of Confluence with automation and attached in end-to-end solution in aws
- Tools: Python, AWS, NoSQL
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Extracted and assessed data from databases to drive improvement of product development and business strategies and processes
Data Analyst
Zions BanCorporation
06.2021 - 12.2022
- Analyzed Customer data and automated customer invoice software based on reporting components and predictive analytics for better decision making for stakeholders
- Tools: SQL, R, ADO, AWS, Docker, MlFlow
- Built Data pipeline to make Agile Environment faster than 2 sprints with 95% accuracy
- Provided best profitable solution for customer account for most reliable customers in next 1 year in finance market
- Tools: Python, R, Tableau, Docker, PostgreSQL
- Identified, analyzed and interpreted trends or patterns in complex data sets.
- Used statistical methods to analyze data and generate useful business reports.
Data Scientist
SENSEZ9
08.2020 - 06.2021
- Implemented algorithms for voice cloning application with RNN on real-time audio data and deployed on production environment with 95% accuracy in small amount of time
- Tools used: Python, OpenCV, TensorFlow, jupyter notebook, Pyspark
- Visualized several audio frequencies with their descriptive statistics and automated them with embedded Analytics with power Bi and Cross functional analysis
- Built Data pipeline to automate the ml model 3 times faster and monitoring performance.
Data Analyst
AMDOCS
06.2014 - 12.2017
- Performed extensive Data analysis of historical data and maintenance of it’s design structure
- Provided onsite training to clients for new products & facilitated the integration in their system
- Executed optimized database solutions with PostgreSQL, python
- Deployed data pipelines in production environments source code repositories and generated quality control reports
- Automated fully Integration process of Devops operations for Billing product of Amdocs.
- Extracted and interpreted data patterns to translate findings into actionable outcomes.
Education
MS - Computer Science
Clemson University
Clemson, SC2020
Bachelor of Science - Technology, Computer Science and Engineering
West Bengal University of Technology
Other2014
Skills
- Python, R, scikit learn, SQL, PySpark, PostgreSQL,
- Nonlinear Optimization, Data Profiling, Data Mining
- Power BI, Tableau, Statistical Data Analysis, SAS,
- Docker, GPT4, Deep learning, pytorch, TensorFlow,
- RestAPI, AWS, GCP
- Agile Methodology, Machine learning (MLflow)
- Linux, ETL, Data pipeline
- Time Series, clustering, supervised learning, generative ai
Languages
English
Full Professional
Certification
- Neural network and Deep learning COURSERA, 2020 - Present Verify at coursera.org/verify/RW3SM7EJMY7B
- Data Science in Business UDEMY, 2020 - Present Verify at https://www.udemy.com/certificate/UC-4bceda61-3792-4804-8909-add0f58f113a/
Timeline
Data Analyst
Zions BanCorporation
06.2021 - 12.2022
Data Scientist
SENSEZ9
08.2020 - 06.2021
Data Analyst
AMDOCS
06.2014 - 12.2017
MS - Computer Science
Clemson University
Bachelor of Science - Technology, Computer Science and Engineering
West Bengal University of Technology
Senior Data Scientist
Hexagon A&P
1 1 - Current
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