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Experienced data scientist turned DevOps leader, my skills cover the full data science stack: initial data gathering and exploration, preprocessing and ETL pipelines, developing analysis and algorithms, as well as maintaining data-driven applications in production with DevOps best practices.
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Solutions ArchitectCarbonmark Jan 2024 - PresentCollaborate with clients and internal teams to ensure seamless implementation of environmental commodity solutions, such as API integrationsArchitect internal solutions and systems, including cloud hosting, carbon project data pipelines, and transactional data platformCreate detailed technical documentation for integration processes, APIs, and data flowsContribute to relevant open source projects that are utilized by Carbonmark systemsEngage in market development activities to evangelize Carbonmark’s solutions and platform, such as speaking at conferences and participating in industry working groupsDevelop thought leadership that highlights the advantages of the Carbonmark platform and its underlying technology -
System Architect & Technology Evangelist | FounderChanterelle Services Llc Apr 2022 - PresentProvide a variety of technical and non-technical consulting and advisory services:Ad hoc data analyticsData engineering, e.g. building data pipelines and dashboards, integrating LLMs and other AI tools into business processesDevOps best practices & implementation, including CI/CD pipelines and cloud deployment architectureTechnology evangelism, communicating complex concepts in simple terms to diverse audiences
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ContributorKlimadao Oct 2021 - PresentPerform ad hoc data analysis to inform key DAO governance proposalsBuild and maintain data products, including interactive dashboards and Discord bots to inform the community with key metrics and insightsModerate Discord chat and answer questionsEvangelize for the unique advantages that blockchain technology brings to ecological benefit assets like carbon credits by speaking at conferences and networking with partners -
Co-FounderPlaygrounds Aug 2022 - PresentSan Antonio, Tx, UsDevelop relationships to generate leads, drive revenue and spread awareness of PlaygroundsEvangelize for the solutions built by Playgrounds at conferences and hackathonsProduce and edit content for the Playgrounds blog and other media channels -
Software ArchitectOpenslate Apr 2019 - Mar 2022Ny, New York, UsPromulgate best practices for data science and engineering workflows, such as machine learning model management and continuous delivery of containerized applications on Kubernetes.Plan and execute major infrastructure initiatives, e.g. centralize management of secrets across the technical organization by migrating hard-coded secrets into Vault.Evaluate the technology landscape and compare with the existing stack to identify opportunities for consolidation or replacement of key components. For example, migrate Spark jobs from storing Parquet tables on a network file store to AWS S3.Implement and operate a containerized data platform providing Jupyter notebooks, machine learning model management, and ETL pipelines backed by a Spark cluster that processes hundreds of millions of rows per day.Deploy and support Rancher container management system for Kubernetes in a production AWS environment using Terraform and Ansible. -
Software EngineerOpenslate Jun 2018 - Apr 2019Ny, New York, UsCollaborate across engineering, product and data science teams to solve technical and business issues.Build scalable systems to collect, store, and transform data coming from a variety of different sources including Parquet, Postgres, Solr, and Cassandra.Design ETL pipelines with Airflow and Spark that process hundreds of millions of rows per day.Create reusable and maintainable code, automated tests and clear documentation.Deploy and support software systems in a production AWS environment using Terraform and Ansible. -
Director Of DevopsCkm Advisors Aug 2017 - May 2018New York, New York, UsLead a team of engineers and developers delivering business value to enterprise clients through automated dashboards and machine learning models.Engage with project leads to identify opportunities to productionize data science output.Coordinate internal and client-facing software development life-cycle — from design to development, through deployment and maintenance.Evangelize for agile methodologies and drive DevOps transformation.Manage internal and client-retained AWS Virtual Private Cloud (VPC) environments using the web console, as well as programmatic tools such as boto and Ansible. -
Data ScientistCkm Advisors Jul 2015 - Jul 2017New York, New York, UsDerive business value by exploring, interpreting and analyzing enterprise data for clients in the IT and financial service industries.Develop analytics, visualizations and interactive dashboards to drive operational improvement.Collaborate in small teams of data scientists, consultants and engineers to prepare presentations for client management and develop data-driven tools for client use.Coordinate with client support staff to implement and manage project infrastructure (workstations, servers, database connections). Productionize and deploy client-facing dashboard applications into physical and cloud environments.Support CKM's internal IT infrastructure, troubleshooting issues on existing systems and deploying new technology — both physical and AWS.Conduct fit and technical interviews, as well as lead on-campus recruitment campaigns at top private universities. -
Audio/Visual TechnicianColumbia University Technical Services Sep 2011 - Feb 2015New York, Ny, UsResponsible for setting up and operating technical elements (projectors, sound systems, lighting instruments) for assigned campus events. Each semester I worked on at least one student production as lighting designer, technical director, or art director. These roles involve collaborating with the director of the show and other members of the creative team to develop a cohesive artistic vision, and then implementing that vision in the most concrete way imaginable: putting it up for public consideration. -
Undergraduate ResearcherColumbia University Technical Services May 2012 - Jan 2013New York, Ny, UsDeveloped a prototype graphical user interface in Python for time series analysis and statistical manipulation of photometric data from Cataclysmic Variable stars.Traveled to MDM Observatory outside of Tuscon, Arizona to operate and take data from a 1.3m research telescope.Consolidated and organized 15 years of archival data. -
Edward A. Knapp Undergraduate Research FellowSanta Fe Institute Jun 2014 - Aug 2014Santa Fe, Nm, UsDeveloped an independent research project evaluating the performance of an algorithm for fitting parameters to an ecological model of the human microbiome.Self-guided reading and skill acquisition to orient myself in an emerging field (computational human microecology) far outside my realm of expertise.Worked with mentors and fellow students to navigate SFI’s open-ended research environment.Attended graduate lectures in complex systems science topics, from networks to computation.Presented my results to the Institute’s interdisciplinary research community. -
Creative EditorBwog Dec 2012 - Dec 2013New York, Ny, UsDeveloped overall vision of the organization, as well as generating original pitches and content and providing editorial advice to contributors. -
Daily EditorBwog Jan 2012 - May 2012New York, Ny, UsResponsible for all content posted each Friday -
Technical DirectorCoral Springs High School Feb 2009 - Jun 2011Designed and executed audio, lighting and multimedia in the high school's auditorium, including both school productions and private groups renting the space.Responsible for maintenance of all equipment and improvement of the facility through self-started projects.
Marcus Levine Skills
Marcus Levine Education Details
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Columbia UniversityAstrophysics And Philosophy (Double Major) -
Free Code CampComputer Software Engineering -
Coral Springs High SchoolHigh School Diploma
Frequently Asked Questions about Marcus Levine
What company does Marcus Levine work for?
Marcus Levine works for Carbonmark
What is Marcus Levine's role at the current company?
Marcus Levine's current role is Independent data & solutions consultant.
What is Marcus Levine's email address?
Marcus Levine's email address is ma****@****ate.com
What is Marcus Levine's direct phone number?
Marcus Levine's direct phone number is +195461*****
What schools did Marcus Levine attend?
Marcus Levine attended Columbia University, Free Code Camp, Coral Springs High School.
What are some of Marcus Levine's interests?
Marcus Levine has interest in Sustainability, Philosophy (Particularly Of Physics), Machine Learning, Data Science, Swing Dance, Science And Technology, Dutch Culture, Complexity Science, Philosophy, Jazz Trombone.
What skills is Marcus Levine known for?
Marcus Levine has skills like Physics, Python, Programming, Bash, Pandas, Philosophy Of Science, Machine Learning, Ansible, Docker, Philosophy, Copy Editing, Git.
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