Aman Soni Email and Phone Number
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Aman Soni personal email
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 TestingFeel 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.
Databricks
View- Website:
- databricks.com
- Employees:
- 12099
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DatabricksBengaluru, Ka, In
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Senior Data EngineerSiteminder Sep 2024 - PresentMillers Point, Nsw, Au -
Data EngineerConcertai Sep 2023 - Sep 2024Cambridge, Massachusetts, Us- Engineered a robust big data framework to process high volumes of data weekly and monthly, significantly enhancing data analysis capabilities for diverse clients.- Directed production deployments, data loads, and testing (SIT and UAT), achieving a 50% reduction in run-time.- Built enterprise big data ingestion and processing solutions using AWS (Glue), Airflow, Azure (Databricks with ADF), and Snowflake.- Pioneered automation of data tasks with AWS Lambda, improving operational efficiency by 60% and reducing data processing time by 50 hours per week.- Enhanced data quality and SQL performance by optimizing table structure for scalability, reducing runtime by 30%, and generating comprehensive reports for execution time and cost analysis.- Facilitated the automation of data cleansing and enrichment processes, improving data accuracy and usability for analytics purposes. -
Business Technology Associate ConsultantZs Jan 2023 - Sep 2023Evanston, Il, Us- Architected a large-scale commercial data platform for a pharmaceutical client, managing 200+ TB of data across 50+ sources via Snowflake, boosting data accessibility by 35%.- Led a 4-member team in agile-driven enterprise implementations for Healthcare/Pharma clients, overseeing the entire project lifecycle from requirement gathering to rollouts.- Demonstrated proficiency in dimensional and multi-dimensional modeling, building logical data models.- Streamlined DQ Checks automation and report generation within data pipelines, reducing operational overhead by 70%, resulting in $500K savings.- Migrated traditional on-premises ELT pipelines to AWS cloud using technologies like EMR, RDS, Airflow, Control-M, and S3/ADLS, and implemented ML-Ops with Dataiku.- Innovated a robust streaming data solution with AWS Kinesis Data Streams, Firehose, and Analytics, enhancing real-time data processing efficiency by 35%.- Enhanced system performance by 55% through effective utilization of BigQuery.- Collaborated with cross-functional teams to ensure seamless data ingestion, development, and testing for dashboards on Tableau and MicroStrategy. -
Business Technology AnalystZs Oct 2020 - Dec 2022Evanston, Il, Us- Executed and orchestrated an automated ETL process/data pipeline, resulting in a 60% increase in customer retention and 75% sales growth.- Developed modules for insights and KPI calculations using AWS Services (Lambda, S3, EC2, DynamoDB, Redshift, SNS, step functions) and Python for retail Buying Engine.- Leveraged Spark applications with Amazon Kinesis to ingest patient-related data into repositories like Hive, Cassandra, and HBase.- Engineered a comprehensive DQM system and automated report framework, achieving a 20% reduction in data errors and a 90% decrease in operational costs.- Designed and implemented data analytics tools, uncovering vital insights and increasing campaign effectiveness by 45%.- Developed APIs using AWS API Gateway for real-time data extraction, improving data ingestion rate by 40%.
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Software Development InternSiemens Healthineers Jul 2019 - Jan 2020Forchheim, De -
Project TraineePersistent Systems Jun 2019 - Jul 2019Pune, Maharashtra, In -
Research InternIndian Institute Of Technology, Guwahati May 2018 - Jul 2018In- Conducted research on algorithms for 3D integrated circuits and Through-Silicon Vias (TSVs) assignment, contributing to advancements in the field of electrical design and packaging.- Collaborated with a team of researchers to develop a shortest path algorithm for 3D ICs, optimizing the TSV assignment process.- Analyzed and interpreted complex data sets to enhance the efficiency and performance of integrated circuits.- Led the publication of findings in the IEEE Electrical Design of Advanced Packaging and Systems (EDAPS) conference.
Aman Soni Skills
Aman Soni Education Details
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Indian Institute Of Information Technology NagpurElectronics And Communication Engineering -
Central Board Of Secondary EducationChemistry And Maths)
Frequently Asked Questions about Aman Soni
What company does Aman Soni work for?
Aman Soni works for Databricks
What is Aman Soni's role at the current company?
Aman Soni's current role is Senior Data Engineer at SiteMinder | AWS, Spark, Databricks, Snowflake, SQL, Python.
What is Aman Soni's email address?
Aman Soni's email address is am****@****tes.com
What schools did Aman Soni attend?
Aman Soni attended Indian Institute Of Information Technology Nagpur, Central Board Of Secondary Education.
What skills is Aman Soni known for?
Aman Soni has skills like Leadership, Scikit Learn, Rest, C, Node.js, Mongodb, Matlab, Keras, Tensorflow, Data Analytics, Verilog, Tableau.
Who are Aman Soni's colleagues?
Aman Soni's colleagues are Sachin Rawat, Mahesh Angirekula, Renjish Abraham, Mayur Katariya, Thamara Oliveira, Joshua Carroll, Brian Gates.
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