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Lead Data Engineer | ex-Amazon
Flavio attended the University of Connecticut; where during his first year Flavio started focusing on topics such as HTML, CSS, Javascript, Python with Django, Game development with Unreal Engine and Unity, PHP, iOS/Android Development, Angular for Javascript, and many more things. While he was in College he Co-Founded and led tech development for his two own companies. Through these companies he was able to build out over forty industry level iOS apps, as well as two Machine Learning based SaaS platforms to be used in Marketing and Finance respectively. He graduated from the University of Connecticut in 2018 with a Degree in Computer Science and a specialization in Big Data Analytics. At BattleFin, Flavio built out the industry level Backend that powers the Ensemble platform as well as the powerful data ingestion pipeline. data warehouse solution, and research environments that handled the 100s of datasets BattleFin ingested. Flavio led development of a platform for BattleFin to host their events virtually upon the onset of COVID, and was able to successfully release it At AWS, Flavio worked to get promoted within a growing Data Engineering team. He helped scale and optimize the architecture the organization was working on, and released multiple software-based solutions to proactively detect data anomalies and earn trust with leadership. Flavio moved software systems onto dedicated Amazon Aurora and DynamoDB instances, and established a data-share mesh among the team's Redshift clusters and data-lake components. Flavio developed and owned multiple sources of truth which allowed the organization to accurately report metrics around capacity planning for AWS's data centers. At Amazon, Flavio led a Data Engineering team within a Science organization. Flavio worked to build Production implementations of ML-based solutions, such as a GNN-based recommendation engine fo
University of Connecticut
Computer Science
January 1, 2014 – January 1, 2018
Thumbtack
Senior Data Engineer
May 1, 2024 – Present
Remote
Amazon
Lead Data Engineer
February 1, 2022 – November 1, 2023
Arlington, Virginia, United States
Amazon Web Services (AWS)
Senior Data Engineer
July 1, 2020 – February 1, 2022
Arlington County, Virginia, United States
BattleFin
Lead Data Engineer
September 1, 2018 – July 1, 2020
BattleFin
Artificial Intelligence and Machine Learning Consultant
May 1, 2017 – August 1, 2018
Sociable AI
Co-Founder
May 1, 2017 – July 1, 2020
Greater New York City Area
Intangible Matter, LLC
Lead Software Engineer
February 1, 2017 – December 1, 2017
Greater New York City Area
Harbr Inc.
CTO and Co-Founder
June 1, 2015 – January 1, 2017
Cultural Fit Analysis
The candidate's diverse experience, including co-founding startups and working at large tech companies, indicates adaptability and a broad perspective. However, the target role is 'Data Analyst' while their experience is predominantly 'Data Engineer'. This might suggest a potential mismatch in day-to-day responsibilities and focus, as data analysis often requires more direct business intelligence and reporting skills compared to the infrastructure and pipeline focus of data engineering. The lack of specific project descriptions makes it difficult to fully assess cultural alignment with a pure data analyst role.
Soft Skills & Operational Fit
The candidate's resume highlights communication, problem-solving, and code review skills, suggesting a good operational fit for collaborative and technically rigorous environments. Their entrepreneurial experience also points to initiative and strategic thinking.