Manali Manjarekar
Data Scientist at Data Science Retreat- Claim this Profile
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Bio
Credentials
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Data Visualization and Communication with Tableau
IBMApr, 2021- Nov, 2024 -
Databases and SQL for Data Science with Python
IBMMar, 2021- Nov, 2024 -
Power BI Essential Training
LinkedInNov, 2020- Nov, 2024
Experience
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Data Science Retreat
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Germany
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Professional Training and Coaching
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1 - 100 Employee
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Data Scientist
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Jan 2022 - Present
Data Science Retreat is one of the most advanced data science bootcamps in Germany. Building my knowledge in following topics: - Python with Numpy, Pandas, Scikit-Learn, Plotly - Machine Learning - Deep Learning : Natural Language Processing (NLP), Computer Vision, Tensorflow, Keras, PyTorch - Model deployment with Flask, Docker, AWS - SQL - Git, Github, Bash Data Science Retreat is one of the most advanced data science bootcamps in Germany. Building my knowledge in following topics: - Python with Numpy, Pandas, Scikit-Learn, Plotly - Machine Learning - Deep Learning : Natural Language Processing (NLP), Computer Vision, Tensorflow, Keras, PyTorch - Model deployment with Flask, Docker, AWS - SQL - Git, Github, Bash
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Ecolab
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United States
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Chemical Manufacturing
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700 & Above Employee
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Technical Engineer at Data Analytics and Reliability
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Jan 2020 - Jan 2021
- Created models with Python and its Machine Learning libraries, resulting ~80% decrease in time to estimate customer data used to develop company sales. - Derived accuracy in object detection for water assets such as cooling tower to ~68% by an artificial neural network and natural language processing techniques. - Achieved ~82% accurate predictions, by developing regression models, time series forecasting, which provides pump on time alert information to stakeholders. - Developed dashboards, reports for analyzing controller data using tableau desktop. - Designed reports with various objects like facts, attributes, hierarchies, filters, prompts, calculated fields, groups, parameters etc., in tableau. - Built dashboard with integrating python & power bi to assess health of water assets and send alerts to stakeholders automatically, which resulted decline manual phone calling and email time by 58%. Show less
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Senior Engineer
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Dec 2016 - Dec 2019
- Estimated monthly, seasonal and annual variations of data using machine learning techniques like regression, classification which reduces project cost by ~30% - Collected, analyzed, and interpreted complex data sets from IRNSS and GNSS satellite receiver’s using advanced SQL querying. - Built complex stored procedures, triggers, views, tables and other SQL joins for applications. - Generated Tableau adhoc reports and dashboards using excel sheets, CSV files. - Assisted senior data science team to develop innovative machine learning models and engaging data visualization for decision making. Show less
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DNG technologies
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Kolhapur
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Program Developer
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Jul 2014 - Dec 2016
- Worked independently for designing, developing, and maintaining high-performance software solutions with the help of technologies like C#.Net, ASP.Net. - Consulted with clients regularly regarding projects, proposals, and technical issues that arise during the development process. - Collaborated with Q/A team to define test cases, metrics, and resolve questions about test results - Worked independently for designing, developing, and maintaining high-performance software solutions with the help of technologies like C#.Net, ASP.Net. - Consulted with clients regularly regarding projects, proposals, and technical issues that arise during the development process. - Collaborated with Q/A team to define test cases, metrics, and resolve questions about test results
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Education
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2011 - 2015
Shivaji University
Master of Technology - MTech, Computer Science and Technology -
2006 - 2010
Shivaji University
Bachelor of Engineering - BE, Computer Science
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