Aman Soni Email & Phone Number

Bengaluru, Ka, In

Millers Point, Nsw, Au

Cambridge, 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.

Evanston, 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.

Evanston, 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%.

Forchheim, De

Pune, Maharashtra, In

In

- 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.

Bachelor Of Technology - Btech, Electronics And Communication Engineering

Senior Secondary Certificate, Science (Pcm - Physics, Chemistry And Maths)