About Adrian
Adrian is currently a ML Infrastructure Engineer at Inspy · Full-time. 16 years of professional experience. Masters Certificate; Professional Certificate, Music Business and Technology; Music Production and Sound Design at Berklee College of Music.
Experience
- ML Infrastructure EngineerAug 2023 - Present · 2 yrs 1 moSan Francisco Bay Area · HybridCurrent
I lead ML Infrastructure at Inspy, a platform helping design enthusiasts bring their ideas to life with GenAI. Join our waitlist at inspy.ai
- Senior ML Data EngineerAug 2022 - Feb 2023 · 7 mosSan Francisco Bay Area · Hybrid
Contractor @ Google - Build production ML pipelines for Ads Marketing Automation using Tensorflow Extended, Apache Beam, Python and other internal tools on Google infrastructure. Skills: TensorFlow · Keras · Python (Programming Language) · Big Data · SQL · Apache Beam · Deep Learning · Extract, Transform, Load (ETL)
- Data @ RepeatJan 2022 - Jul 2022 · 7 mosLos Angeles, California, United States · Remote
Skills: Big Data · SQL · Snowflake · Extract, Transform, Load (ETL) · Mode · Fishtown Analytics dbt
- Senior Data Engineer, AnalyticsMar 2021 - Nov 2021 · 9 mosMenlo Park, California, United States
Skills: Python (Programming Language) · Big Data · SQL · Extract, Transform, Load (ETL)
- Data Engineering ConsultantFeb 2020 - Oct 2020 · 9 mosGreater Philadelphia
Skills: Python (Programming Language) · Amazon Web Services (AWS) · Azure DevOps · Azure Databricks · Big Data · Microsoft Azure · Extract, Transform, Load (ETL)
- Data EngineerJan 2019 - Oct 2019 · 10 mosGreater Philadelphia
Creating a next generation digital promotions platform powered by AI Skills: Amazon Athena · Keras · Python (Programming Language) · Amazon Web Services (AWS) · Big Data · SQL · Amazon Dynamodb · AWS SageMaker · Deep Learning
- Data ScientistApr 2017 - Oct 2017 · 7 mosGreater Philadelphia
Skills: Apache Spark · Tableau · Python (Programming Language) · Big Data · Scala · Hive · Extract, Transform, Load (ETL)
- Business Intelligence AnalystApr 2016 - Dec 2016 · 9 mosGreater Philadelphia
Skills: Tableau · Python (Programming Language) · Big Data · SQL · Hive
- Data ScientistMar 2015 - Jun 2016 · 1 yr 4 mos
�Prepare data sources for the likelihood of hospitalization model at IBC �Implement data pipelines and test predictive models using Scala, Python and Apache Spark �Translate R and Python scripts into Spark and Scala scripts �Deliver presentations on publications in technology and machine learning �Use Tableau to visualize high dimensional member data Skills: Apache Spark · Tableau · Python (Programming Language) · Big Data · Scala · R (Programming Language)
- Senior Machine Learning ConsultantMar 2015 - May 2023 · 8 yrs 3 mosHybrid
Independent Machine Learning Consultant tapped by companies to parachute in and push forward key strategic ML initiatives. Client and client work include: * Facebook: Build data infrastructure for new projects in Facebook Research * Thrive: Design and Build ML infrastructure of e-commerce integration serving 3k requests per second. * Repeat: Design and Build analytics / ML infrastructure for e-commerce start up. * Comcast: Build ML and Big Data solutions for Marketing and Comcast Wholesale. And ML / cloud solutions for other fortune 50 clients.
- Research AssistantSep 2014 - Mar 2015 · 7 mos
�Used Sage to explore rank functions of algebraic matroids and their entropic counterparts �Created a program in Matlab to find binary linear codes in the rate region of a given network �Used Python to parse files containing binary linear codes and imported data into Matlab �Supported the creation of an application that approximates rate regions of information networks �Synthesized reports on topics in abstract algebra with applications in information theory Skills: MATLAB · Python (Programming Language) · Big Data · Sage · R (Programming Language)
- Data ScientistApr 2014 - Sep 2014 · 6 mosFalls Church, VA
�Designed and implemented algorithms to bolster CSC talent demand and sourcing processes �Analyzed data from CSC's social business platform using Python and MySQL in Ubuntu �Collaborated with workstream managers in a corporate technology transformation program �Engaged with SMEs during weekly ideation on various topics in business intelligence �Drove research project on jive platform through blogs, task manager and documentation �Wrote blogs about recent publications in innovation management and social capital assessments Skills: Python (Programming Language) · SQL · JavaScript
- Research/Teaching AssistantApr 2012 - Oct 2012 · 7 mosElectrical & Computer Engineering Department
� Implemented parser for enzymatic reaction and pathway .dat files in Python � Collaborated with graduate students to create models of metabolic pathways � Read and discussed published studies on read alignment and taxonomic classification � Created Python and BASH scripts to test taxonomic classification algorithms on genomic data � Presented topics in linear algebra, graph theory and set theory to students and faculty � Taught and lead several recitations and labs for undergraduate Linear Systems Engineering courses Skills: Bash · Python (Programming Language)
- Keyboard and Digital Studio SalesApr 2010 - Aug 2010 · 5 mos
� Independently refined sales presentations and received awards for performance from Yamaha and Roland � Priced and negotiated each sale based on inventory, profit margin and customer relationships � Provided in-store and in-home product delivery to help build outstanding customer relationships � Assessed the needs of over 150 customers to deliver home studio solutions valued at as much as $12,000 � Worked with managers to understand how sales drive company-wide operations Skills: Sales · Audio Engineering
- Sales ConsultantSep 2009 - Jan 2010 · 5 mos
� Communicated with prospective customers to determine purchase needs � Performed professional sales presentations on every Honda model � Maintained rapport with customers over phone and in person � Completed confidential credit applications for every sale Skills: Sales
- Tax PreparerJan 2009 - Apr 2009 · 4 mos
� Evaluated financial status and prepared necessary tax forms � Processed confidential financial information � Communicated with clients to ensure excellent service and to maximize deductions
- ConsultantAug 2008 - Jan 2012 · 3 yrs 6 mos
� Assess needs of every client based on their budget, experience, and goals � Design and install home and commercial media systems � Perform detailed training on foundations of analog/digital signal processing, sound insulation and software
- WaiverJan 2008 - Apr 2008 · 4 mos
�Attract prospective clients to new Liberty Tax Service branch �Advertise and explain promotions to neighboring community
Education
- Berklee College of MusicMasters Certificate; Professional Certificate, Music Business and Technology; Music Production and Sound Design2008 - 2010
- Drexel UniversityBachelor of Arts (BA), Mathematics
Skills
Other
Amazon AthenaAmazon DynamodbKerasCloudPythonMySQLJavaScriptApache SparkTableauAzure DevOpsAWS SageMakerSalesHiveAgile Methodologies
At a glance
Experience16 years
Currently atInspy · Full-time
Based inUnited States
Studied atBerklee College of Music
Roles18
Skills35
LanguageEnglish
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