Cricket
Manoj Khilari
Data Scientist
Pune
Summary
As an experienced Data Scientist with 18 months of hands-on expertise, I am dedicated to addressing real-world business challenges through the application of data science methodologies. Proficient in Python, SQL, Looker, Snowflake, and Splunk, I specialize in identifying patterns and extracting valuable insights from diverse datasets. My technical skills extend to Data Science, Machine Learning, and R language. With a passion for leveraging data to drive strategic decision-making, I bring a track record of delivering impactful solutions for both clients and organizational leaderships.
Overview
5
5
years of professional experience
4
4
years of post-secondary education
Work History
Data Science Trainee
DynPro India Pvt. Lmt.
Pune
12.2022 - Current
- Domain: Healthcare Analytics
- Environment, Predictive and Data Science
- As a Data Science, , my responsibilities include:
- Data Processing: I am responsible for processing data received from the data engineering team
- Data Pre-processing: I perform data pre-processing tasks to clean and prepare the data for analysis and modeling
- Feature Binning: I group features to calculate event rates, Weight of Evidence (WOE), and Information Value (IV)
- Modeling: I build predictive models on the pre-processed data to calculate health scores and spending amounts on medical data for each patient
- I use Python, Snowpark, and Snowflake for this purpose
- Dashboard Creation: I create dashboards using Looker BI tools to visualize and present the results of the analysis and modeling
- Proof of Concept (POC): I conduct different POCs to explore and experiment with various machine learning, and AI models to make results more accurate and reliable
- Automation: I automate various processes to streamline data processing, modeling, and reporting tasks
- Code Optimization: I focus on restructuring and optimizing the code to reduce loading times and improve overall performance
- Adherence to Standards: I ensure that all code and processes follow best practices and industry standards in data science and analytics
- Overall, my role involves a wide range of data-related tasks, from data processing to model building, automation, and code optimization, all aimed at delivering valuable insights and improving model performance in the context of medical claim insurance data analysis
Data Science Intern
Morgan Stanley Capital International, MSCI
03.2019 - 08.2019
- Project: Segmentation base on interactive usages (UI, Domain: Financial Services
- Environment: Data Science "I am responsible for several key tasks in my role:
- Data Segmentation: I segment highly unstructured data based on interactive usages (UI) from clients on the web-based application platform, BarraOne
- This involves using tools such as Splunk, Python, Excel and SQL to extract valuable insights and high-quality information from machine data-related UI actions
- Data Analysis: I analyze this segmented data to identify trends, patterns, and correlations that have the potential to enhance overall business performance
- Use Cases: I implement various use cases, such as finding Portfolio loading time (Attributes multiplied by the Total number column), identifying Akamai IP Addresses, and tracking time spent on the application
- These insights are used for monitoring purposes
- Predictive Analysis: In a separate project, I utilize Python and SQL to work on monthly client portfolio usage
- Specifically, I employ linear regression techniques to predict the month and client with the highest portfolio load
- My role is centered around leveraging data-driven insights and machine learning to optimize business performance and enhance the monitoring of company web-based application platform, BarraOne."
Education
Data Science Pro-degree - Data Science And Machine Learning
Imarticus Learning
Mumbai 06.2018 - 09.2018
Bachelor of Engineering - Electronics and Telecommunications
Sinhgad Institute of Technology, Lonavala
Lonavala, Pune 08.2012 - 07.2016
Skills
Data scienceundefined
Interests
Farming, Agriculture (I love working with my family on the farm, trying different approaches to new crops, exploring ways to increase production and crop sustainability, and incorporating new technology alongside traditional farming practices)
Timeline
Data Science Trainee
DynPro India Pvt. Lmt.
12.2022 - Current
Data Science Intern
Morgan Stanley Capital International, MSCI
03.2019 - 08.2019
Data Science Pro-degree - Data Science And Machine Learning
Imarticus Learning
06.2018 - 09.2018
Bachelor of Engineering - Electronics and Telecommunications
Sinhgad Institute of Technology, Lonavala
08.2012 - 07.2016
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