Kamalidharan Rajamanickam Senguttuvan
Manhattan,NY
Summary
Seasoned Data Professional with expertise in machine learning and large dataset management in cloud. Demonstrated success in identifying relationships and building solutions to business problems with data-driven and analytical solution
Overview
5
5
years of professional experience
1
1
Certification
Work History
Senior Data Engineer
Wavicle Data Solutions Pvt Ltd
07.2022 - 08.2023
- Collaborated with stakeholders to develop quarterly roadmaps based on impact, effort, and test coordination.
- Increased sales by 20% with a recommender system based on collaborative filtering techniques with Apache Spark MLlib library.
- Developed and maintained predictive models to identify customer segments for targeted marketing campaigns.
Data Engineer
Wavicle Data Solutions Pvt Ltd
10.2020 - 06.2022
- Developed analytical models using various machine learning algorithms such as regression, decision trees, KNN, SVM, and ensemble methods.
- Designed experiments to test hypotheses about customer behavior and product features.
- Integrated versatile data sources into datalake implementing lakehouse architecture for ACID properties with Apache Spark and Delta-table, enhancing data quality and reliability.
Associate Data Science
MaxVal Group Inc
03.2019 - 10.2020
- Performed advanced analytics on structured and unstructured data using Python and SQL
- Developed tools and applications for monitoring data quality and integrity across all applications
- Created ETL pipeline to move and transform data from various sources into Data warehouse
Associate - Analytics
KGISL Pvt Ltd
06.2018 - 03.2019
- Designed and developed data pipelines to acquire, clean and process data.
- Identified, analyzed and interpreted trends or patterns with Statistical Models in complex data sets.
- Utilized data visualization tools to effectively communicate business insights.
Education
Master of Science - Data Science
Fordham University
New York, NY12.2024
Bachelor of Engineering - Mechanical Engineering
Anna University
India2018
Skills
- Python
- SQL
- Apache Spark
- Data Science (Pandas, Numpy, SciPy, Matplotlib, Plotly)
- Machine Learning (Scikit Learn)
- Deep Learning (TensorFlow, PyTorch)
- Data Mining
- Time Series Forecasting
- Statistical Modelling
- Databricks
- AWS (EC2, EMR, SageMaker, Redshift, S3)
- Data Lake (Lakehouse Architecture)
Certification
Stanford University - Machine Learning Specialization
Databricks Certified Machine Learning Professional
Databricks Certified Associate Developer for Spark
Timeline
Senior Data Engineer
Wavicle Data Solutions Pvt Ltd
07.2022 - 08.2023
Data Engineer
Wavicle Data Solutions Pvt Ltd
10.2020 - 06.2022
Associate Data Science
MaxVal Group Inc
03.2019 - 10.2020
Associate - Analytics
KGISL Pvt Ltd
06.2018 - 03.2019
Master of Science - Data Science
Fordham University
Bachelor of Engineering - Mechanical Engineering
Anna University
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