Chandler Soto
Lead Data Platform Engineer @Crumbl
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WORK HISTORY
Lead Data Platform Engineer @Crumbl
Pleasant Grove, UT, US
Architected and deployed a scalable data lakehouse using S3 and Snowflake, optimizing storage and query performance for multi-terabyte datasets supporting 132M+ users and 150M+ orders.• Orchestrated containerized microservices via Docker and Amazon ECS, ensuring high availability and 99.9% uptime for critical data ingestion pipelines.• Designed a real-time streaming architecture using Amazon Kinesis and Snowpipe, achieving sub-minute end-to-end latency from source to Snowflake for high-velocity telemetry data.• Standardized Linux-based environments and automated system configurations via shell scripting, eliminating environment drift and ensuring 100% environment reproducibility.• Optimized complex SQL schemas in Postgres and Snowflake, driving a 30% reduction in monthly compute costs while significantly accelerating reporting turnaround times.• Engineered custom Python frameworks for ETL/ELT orchestration, centralizing disparate third-party APIs and internal data streams into a unified platform.• Implemented time-series strategies using TimescaleDB, managing high-cardinality workloads to meet strict <300ms query latency requirements for temporal analytical datasets.
EDUCATION
University of Utah
Bachelor of Science - BS, Computer and Information Systems Data Warehousing
University of Utah
Masters degree, Computer and Information Sciences
SKILLS
ABOUT CHANDLER SOTO
Hey there! I\'m Chandler, a data engineer & software engineer from the beautiful state of Utah. I have a deep passion for the outdoors, and you can often find me hiking, camping, and exploring the natural world. I also have a love for photography, capturing the beauty of nature through my lens. My love for coffee is also undeniable, I can\'t start my day without a cup of freshly brewed coffee. I have over 7 years of industry experience in collecting, analyzing, and interpreting data. I am an organized and efficient data engineer, who can disseminate information in a clear and beneficial way for end-users. I am a problem-solver, and I love finding solutions and determining modifications for optimal use of organizational data. I am a skilled data analyst, who can provide realistic projections, establish complex reporting strategies and determine viable process automations.In addition to my data skills, I have also developed my software engineering skills, which gives me a unique perspective on how to use data and technology together to drive growth and success. I have experience in modern data practices, including AI and Machine Learning, which I believe are essential to tackle complex problems. I have a particular interest in data science, which I believe is the future of data analysis. I am an expert in providing reports on specific data findings and their impact on organizational growth and success, especially within the digital marketing world. I am an energetic presenter and confident communicator, able to clearly and efficiently circulate information in a way that is beneficial for end-users. I am always looking for new ways to improve my skills, and I love learning new things, this is why I have been to over thirty different countries, I believe that traveling is a great way to expand your horizons and learn about different cultures. When I\'m not working or exploring the outdoors, I enjoy gaming and researching new ways to automate things or make something better by code. Python can solve all sorts of problems in everyday life that most people can’t fathom can be done. I believe that by combining my passion for data and technology, I can make a positive impact on the world and help drive organizational growth and success.I am always looking for new opportunities to grow and advance in my field. I am excited to be part of a team that is dedicated to using data and technology to make a difference. My goal is to become an industry leader and expert, making a significant impact on the field of data and software engineering.
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