Python
Manoj Basuvaiyan
Data Scientist
Stevenage,HRT
Summary
Innovative and collaborative Data Scientist with a strong foundation in ETL-Informatica, leveraging 4.6 years of comprehensive experience encompassing application monitoring, design documentation, testing, deployment, and development within data warehouse environments. Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Currently embarking on a transformative journey from an ETL specialist to a Data Scientist, with a keen focus on advancing expertise in data analysis, machine learning, and predictive modeling. Adept at managing and developing application modules using Informatica PowerCenter and IDQ, with proficiency in Oracle DB, MySQL, and Teradata databases. Skilled in creating dynamic data mappings to optimize efficiency and reduce rework effort. Committed to driving business growth through insightful data analysis and innovative solutions. Willingness to take on added responsibilities to meet team goals.
Overview
5
5
years of professional experience
Work History
Masters Final Project
University Of Hertfordshire
01.2024 - Current
- Master's Final Project, Ongoing)
- Topic: Predicting Local Temperature using Bayfordbury Observatory Sensor Data
- Leveraging sensor data received in TXT format from the Bayfordbury Observatory, conducting complex data pre-processing tasks including row skipping, date addition, and column appending for seamless analysis
- Conducted thorough literature reviews, identifying key trends and informing future research directions.
- Employing exploratory data analysis techniques such as scatter plots and histograms to understand trends and relationships within the dataset
- Implementing linear regression, ARIMA, and SARIMA models for temperature prediction, with emphasis on optimization techniques for accurate forecasting
- Optimized machine learning models for improved prediction accuracy and performance.
- Evaluated model performance using various metrics, ensuring alignment with project goals.
- Modeled predictions with feature selection algorithms.
Software Engineer III (Senior Developer)
UST Global , Begaluru,India
04.2022 - 12.2022
- Managed SAFT project for tax extraction, integrating data from various sources like Oracle and SAP into Teradata. Generated CDL, RDL, and extraction layers for business users.
- Improved software performance by identifying and resolving bottlenecks in the code.
- Provided technical guidance to junior developers, fostering a positive team environment and promoting professional growth.
Data Analyst Consultant
Deloitte
03.2021 - 04.2022
- I have worked on a project BI Manage Service (Boehringer Ingelheim).
- Provided modifications and optimizations to the BI Manage Service project, ensuring stability and troubleshooting as needed.
- Improved data accuracy by conducting thorough data cleansing and validation processes.
- Collaborated with cross-functional teams to develop comprehensive data-driven solutions for various business challenges.
- Provided technical support for troubleshooting analytics and reporting issues.
Associate Consultant
Capgemini
05.2018 - 03.2021
- Project Title: CECL (Current Expected Credit Loss) Implementation
- Description: Implemented CECL standards for estimating expected credit losses, focusing on data mart creation and integration with CSG and QRM models.
- Project Title: Data Quality and Validation (CECL)
- Description: We automated data quality and control regulations within the CECL project, ensuring the implementation of enterprise data governance and maintaining high-quality data production. As a part of this initiative, we developed a versatile ETL mapping system capable of adapting to various systems. With this dynamic mapping, adjustments to accommodate changes in column lists are unnecessary, as the mapping process adjusts dynamically which saves a lot of time.
Education
Master of Science - Data Science
University Of Hertfordshire
Hatfield, HRT2023
Bachelor of Engineering - Computer Science
Adhiyamaan College of Engineering
Hosur, Tamil Nadu2018
Skills
- Technical Skills
- ETL Tools: Proficient in ETL components such as mappings, sessions, worklets, and mapplets, with hands-on experience in managing and developing application modules using Informatica PowerCenter, IDQ, and Informatica Cloud
- Database Management: Experienced in working with various database systems including Oracle DB, MySQL, and Teradata, proficient in data retrieval, manipulation, and management
- Reporting Tools: Skilled in creating comprehensive reports and dashboards using reporting tools such as Cognos (Trained) and Power BI, enabling effective data visualization and analysis
- Data Analysis and Visualization: Proficient in analysing complex datasets and deriving actionable insights using tools like Power BI Proficient in creating customized data visualization dashboards to effectively communicate findings to stakeholders
- Data Science Methodologies: Currently pursuing a Master's in Data Science at the University of Hertfordshire, enhancing skills in advanced data analysis techniques, machine learning algorithms, and statistical modeling
- Programming Languages: Proficient in SQL and Python for data manipulation, analysis, and scripting tasks, enabling efficient data processing and automation
- Data Mapping and Documentation:
- Experienced in creating Source-to-Target Mapping documents based on business requirements, ensuring clear documentation and alignment with project objectives
- Quality Assurance: Committed to ensuring compliance with quality standards throughout the development lifecycle, including testing developed components and maintaining data integrity
- Collaboration and Communication: Effective communicator, adept at engaging with customers and onshore teams for requirements gathering, design reviews, and knowledge transfer sessions
- Analytical Thinking
- Teamwork and Collaboration
- Verbal Communication
Data Science Project
Master's Final Project (Ongoing)
Topic: Predicting Local Temperature using Bayfordbury Observatory Sensor Data
Leveraging sensor data received in TXT format from the Bayfordbury Observatory, conducting complex data pre-processing tasks including row skipping, date addition, and column appending for seamless analysis. Employing exploratory data analysis techniques such as scatter plots and histograms to understand trends and relationships within the dataset. Implementing linear regression, ARIMA, and SARIMA models for temperature prediction, with emphasis on optimization
DECLARATION
I hereby declare that the details provided above are true to the best of my knowledge. Manoj
Quote
The way to get started is to quit talking and begin doing.
Walt Disney
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Work Preference
Work Type
Full TimeWork Location
RemoteHybridOn-SiteSoftware
SQL Database, MySQL
Informatic ETL
IICS
Data Quaility
Power BI
Machine Learning
Neural Networks
Timeline
Masters Final Project
University Of Hertfordshire
01.2024 - Current
Software Engineer III (Senior Developer)
UST Global , Begaluru,India
04.2022 - 12.2022
Data Analyst Consultant
Deloitte
03.2021 - 04.2022
Associate Consultant
Capgemini
05.2018 - 03.2021
Master of Science - Data Science
University Of Hertfordshire
Bachelor of Engineering - Computer Science
Adhiyamaan College of Engineering
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