SONIA SATIJA
Data Engineer / AI ML Engineer
Melbourne,Victoria
Summary
Dynamic Data Engineer with a proven track record at IBM India Pvt. Ltd., delivering scalable AI/ML data platforms and impactful analytics solutions. Expert in Python, SQL, and cloud technologies, with a knack for leading teams and streamlining deployment processes. Excelled in metadata management and ETL development, driving efficiency and innovation in data-driven projects.
Overview
17
17
years of professional experience
1
1
Certification
Work History
Data Engineer/ ML AI Data Engineer
IBM INDIA PVT. LTD
Gurugram, India
04.2013 - 06.2024
- Created and managed scalable data platforms to support AI/ML models training and deployment.
- Developed efficient data pipelines and workflows for processing structured, semi-structured, and unstructured data, ensuring optimal data accessibility for model development.
- Collaborated with data scientists and ML engineers to streamline and automate the deployment of machine learning models into production environments.
- Leveraged cloud platforms like Azure and AWS, alongside tools such as Databricks, Spark, and Python, for real-time data processing and predictive analytics.
- Demonstrated proficiency in SQL, Python, and leading AI/ML libraries, including TensorFlow, PyTorch, and scikit-learn, for building and optimizing machine learning models.
- Automated data preparation tasks, including data cleansing, feature extraction, and model input generation, drive efficiency in AI/ML pipelines.
- Delivered impactful solutions to prominent clients, including the Central Bank of India, Dubai Islamic Bank, Renew Power, Airtel India, LIC, TATA AIG, and Unilever.
Deputy Manager
Wipro
New Delhi
12.2009 - 04.2013
- Delivered analytics solutions in the BFSI sector using SAS and SPSS
- Traveled to Canada for a financial services company and created a Business Requirements Document (BRD)
- Oversaw ETL processes to maintain database integrity and performance
- Implemented a comprehensive '360-degree view of data' strategy for a top-tier Canadian financial service provider
- Demonstrated proficiency in resource management, Scrum, and sprint planning
Senior Analyst
Dexterity Business Analyst Pvt. Ltd
Chennai
07.2008 - 12.2009
- Expertly utilized SPSS Statistics and SPSS PASW for in-depth market research, delivering detailed reports with descriptive statistics and custom contingency analyses
- Spearheaded team leadership, mentoring colleagues in survey programming and data processing techniques
Junior Analyst
WNS Global Services Pvt. Ltd.
Gurugram, India
01.2007 - 07.2008
- Proficient in survey programming and adept at data processing utilizing SPSS PASW, delivering accurate analytics as a Junior Analyst
Education
Bachelor of Enggineer -
Mody Institute of Technology & Science
Lakshmangarh01.2006
Skills
- Python
- SQL
- ML ops
- MULTI CLOUD (IBM, AZURE, AWS)
- AIRFLOW
- TensorFlow
- SPSS
- SAS
- Data pipeline design
- Metadata management
- Machine learning
- AGILE (JIRA) FOR PROJECT MANAGEMENT
- ETL development
Certification
- Academy Accreditation - Databricks Fundamentals
- Academy Accreditation - Generative AI Fundamentals
- Analyzing and Visualizing Data with Microsoft Power BI
- Python for Data Science
- Microsoft Certified Azure AI Fundamentals
- Azure Data Fundamentals DP-900 certification
- Advanced Predictive Modeling using IBM SPSS Modeler (V15)
- Big data foundations by IBM
- IBM DevSecOps Explorer - Security & Automation for DevOps
Accomplishments
- Recognized by manager and functional manager in IBM for performing extraordinary in Client 360 Project.
- Won a WIPRO Spark award from WIPRO CTO.
- Received Excellence award in Reward & Recognized by Wipro Higher Management.
- Won Cheers award in Reward & Recognized by WNS Higher Management.
- Wrote a white paper on '360 degree view of customer data'.
Project
- Surabhi Srivastava, AI Practice Lead, IBM Singapore, Surabhi.srivastava1@ibm.com
- Sharmila Das, Data Science Lead, IBM Gurgaon India, Sharmila.Das@in.ibm.com
References
References available upon request.
Timeline
Data Engineer/ ML AI Data Engineer
IBM INDIA PVT. LTD
04.2013 - 06.2024
Deputy Manager
Wipro
12.2009 - 04.2013
Senior Analyst
Dexterity Business Analyst Pvt. Ltd
07.2008 - 12.2009
Junior Analyst
WNS Global Services Pvt. Ltd.
01.2007 - 07.2008
Bachelor of Enggineer -
Mody Institute of Technology & Science
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