Aman Soni — Data Engineer
As a seasoned Data Engineer with over 4 years of experience, I excel in crafting robust data pipelines and platforms to drive analytics and data-driven insights. My expertise spans across managing and processing vast datasets, optimizing system performance, and implementing cost-effective solutions. Throughout my career, I have successfully executed ETL processes handling over 200+ TB of data, significantly reducing latency, enhancing storage, and minimizing error rates. I have engineered a robust big data framework processing, enhancing data analysis capabilities and providing analysis-ready data from 30+ sources for diverse pharmaceutical clients. My initiatives in production deployments and optimizing runtime achieved a 50% reduction, while automation of data tasks using AWS Lambda led to a 60% improvement in operational efficiency, cutting data processing time by 50 hours per week. Have led a team in agile-driven enterprise implementations, I have streamlined analytics and reporting processes, boosting data accessibility by 35%. My expertise in dimensional and multi-dimensional modeling, coupled with automating DQ Checks and report generation, resulted in $500K savings and reduced operational overhead by 70%. I am passionate about leveraging data to uncover insights and drive strategic decisions. I thrive in dynamic environments, constantly seeking innovative solutions to complex data challenges. Let's connect to explore how I can contribute to your organization's success with my data engineering expertise. Skills: - Programming Languages: SQL, Python, PySpark, Spark, Spark SQL - Cloud Platforms: AWS, GCP, Azure Data Lake - Scripting Languages: Bash, C++, Python, HTML - Data Warehousing: Snowflake, Amazon Redshift, Presto, Elasticsearch - ETL/ELT Tools: Microsoft Excel, Jira, Confluence, Azure Ops, Git, Gitlab, Bitbucket, Airflow - Competencies: ETL/ELT Development, CI/CD, Process Automation, Data Modeling, Business Analytics, Data Warehousing, Data Analytics, Data Reconciliation, Data Normalization/De-normalization, Data Validation, Data Management, and Testing Feel free to connect with me or message me to discuss potential opportunities or collaborations. I look forward to expanding my network and contributing to data-driven initiatives.
Stackforce AI infers this person is a Data Engineering expert in Healthcare and Retail sectors.
Location: Bengaluru, Karnataka, India
Experience: 5 yrs 6 mos
Skills
- Data Engineering
- Big Data Analytics
- Process Automation
- Data Modeling
- Cloud Migration
- Data Analytics
- Etl Development
Career Highlights
- Engineered big data frameworks for diverse clients.
- Achieved significant operational efficiency improvements.
- Led teams in agile-driven data engineering projects.
Work Experience
Databricks
Senior Analytics Engineer (1 yr 2 mos)
SiteMinder
Senior Data Engineer (5 mos)
ConcertAI
Data Engineer (1 yr 1 mo)
ZS
Associate Consultant - Data Engineering (8 mos)
Business Technology Analyst - Data Engineering (2 yrs 2 mos)
Siemens Healthineers
Software Development Intern (6 mos)
Persistent Systems
Project Trainee (1 mo)
Indian Institute of Technology, Guwahati
Research Intern (2 mos)
Education
Bachelor of Technology - BTech at Indian Institute of Information Technology Nagpur
Senior Secondary Certificate at Central Board of Secondary Education