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I am a servant leader with 20 years experience building and scaling engineering teams and software. I consistently take on and successfully execute challenging and mission critical initiatives where the organization has limited prior experience.Skills* Hiring, building, leading and scaling engineering teams (from 0 to 40+ engineers)* Extremely flexible and adaptable leader and technician - lead the team and dive-in when needed* Implement structured processes to improve collaboration and create maintainable & supportable products* Adept engineer with experience in Big Data, Machine Learning and AWS* Experienced in strategic planning, staffing, budgeting and resource allocation * Production ready LLM/ML pipelines supporting Generative AI and open source modelsRecent Blog Posts* Symmetric Encryption - http://eqxtech.com/engineering/symmetric-encryption-in-python/* Modern Data Warehouse - http://eqxtech.com/engineering/modern-cloud-architecture-with-aws-informatica/* Too Many Secrets - http://eqxtech.com/engineering/too-many-secrets/I'm also the proud inventor of the SmartCap - a FitBit integrated water-bottle cap that tracks consumption: https://www.kickstarter.com/projects/1668299045/smartcap-record-remind-and-rehydrate/Technologies I have worked with Professionally and deployed to Production:Programming: Python, PHP, C, Perl, Javascript, Objective-C, Bash, LuaRDBMS/NoSQL: Redshift, MySQL, Mongo, SQLite, MSSQL, Oracle, Hive, PostgreSQLCache: Redis, Memcache, VarnishBig Data: Hadoop, MapReduce, Parallel programming, ETL design, MPP (Impala, Redshift), Schema design, Data Warehouse Design (Fact/Dimension)Data Science/ML: scikit-learn, pandas/dataframes, databricks, sageMaker, kmeans, regression, linear optimization, random forest. AWS: EMR, EC2, lambda, Data-processing pipeline, SWF, S3, etc. Servers: Apache, Nginx, FlaskContainers: Docker, ECSSecurity: OWASP, pen-testing, binary exploit development, MSF, XSS, L/RFI, CSRF, SQLi, etcAutomation: Jenkins, Selenium, Travis, Github ActionsMy hobbyist experience includes:Programming: Java, groovy, scala, R, Commodore64 asm & Basic, Go, Rust, Solidity, Truffle. Robotics: Khepera-II, Genetic Algorithms, Evolvable controllers, embedded programmingCapital Markets: Algorithmic trading, data-mining, currency/binary trading, art marketsMy tech-activities include:Meetups: Frequent "big data" meet ups, R/stats & financeSpeaker: Recently spoke at "Big Data Warehousing" meet up and "Open Finance NYC", along with a 45m talk at Hackers on Planet Earth (HOPE) in 2008.
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Engineering Manager, Edge DeliveryFastly Aug 2024 - PresentSan Francisco, Ca, UsEngineering solutions related to:* Caching: Enhanced Varnish (C) & internal Go systems* Tooling: Dagger, Jenkins, Github Actions, Python, Rust, Go* Analytics: Cache Reservation/LRU, Python, BigQuery, Grafana -
Senior Contractor, AdvisorIntelas Apr 2024 - PresentNew York, Ny, UsAssisting with Data Engineering & Generative AI leveraging: Python, OpenAI/Anthropic/HuggingFace, LLMs, PSQL, Django, Docker, K8s, AWS, Airflow. -
Senior Contractor, AdvisorDatafutures Apr 2024 - PresentBerkeley Heights, UsExploring technology, contributing to stealth startups and solving problems for companies related to:* Software Engineering: Agile/Scrum (whatever components work best), defined SDLC, code quality, testing, system design & architecture, durability, cost effectiveness and performance optimizations. * Data Engineering: ELT, DAG orchestration, managed services, avoiding anti-patterns, pandas, polars, RDBMS/PSQL, duckdb, dlt/dbt, aws/gcp/azure/ibm/snowflake/databricks. * Data Science / ML: Prompt engineering to solve problems related to classification: Entity Recognition, Resolution & Mapping. Deep Learning/*NN, Linear Optimization, kmeans/sparse data, large data sets billions of rows, batch/microbatch/realtime, all the standard models in scikitlearn, R (rusty though), genetic programming, CUDA. * Data Analytics: SQL ... SQL, looker, mode, tableau, excel!, metrics, back-testing, EDA, python/streamlit/psql/sqlite. Garbage -> Insights & Directional * Data Warehousing: Required reading: Kimball. Dimensional modeling, fact/dimension/grain. Redshift, Map Reduce/Hive/Pig/Impalla and other early day big data tech. * Infosec & Compliance: Managed PCI, GDPR. CCPA, SOC 2, NIST, (frameworks), SIEM/SOC, scanning applications / enterprise level (14k users @ Equinox). -
Vp Of Software EngineeringFirstparty Dec 2022 - May 2024New York, New York, UsWork closely with both the amazing engineering team here and the skilled executive team. Manage & Set Direction Of:* Data Engineering* Machine Learning & Data Science* Data Analytics* Software Engineering* Information Security & ComplianceTechnologies include (but not limited to): Python, LLMs (Llama, GPT, etc) Vector DBs, Redshift, Airflow, Snowflake, AWS (Lambda, EC2, S3, IAM, SageMaker, Glue, Athena, etc).Articles about LLM hacking:1. https://lnkd.in/emfBn5mX - Hacking MetaGPT2. https://lnkd.in/eVMCnG2p - Hacking MemGPT3. https://www.linkedin.com/pulse/hacking-local-llm-inference-osx-ben-sgro-bljre - Hacking Local LLM Inference -
Vp Of EngineeringMasterworks.Io Sep 2021 - Nov 2022New York, Ny, UsManage and set direction of Engineering and IT. Teams: 1x Trading Systems (Launched new trading platform)1x Investing Platform (Increased team velocity and launched various new features)1x Mobile Application (Launched first mobile app)1x Financial Operations (Applying DE/DW to our data)1x Rapid Response (Quick turn around for web facing features)1x DevOps (Built this team to support various eng teams, CI/CD, IaC, Security, SRE, etc)1x IT (Corporate IT)Technologies:React, typescript, graphql, MariaDB, PostgreSQL, python, SQL, luigiCloud:AWS: ecs, fargate, lambda, s3, rds, iam, etc -
Rutgers Big Data BoardRutgers University Feb 2019 - Jan 2022New Brunswick, Nj, UsServe as a member of the board for Rutgers Big Data Certificate Program. MC panel focusing on big data and data science. -
Senior Director Application EngineeringNtt Application Security Feb 2021 - Oct 2021San Jose, California, UsLeading the development of Navika, a next-gen vulnerability scanner. Overseeing 5 application engineering teams and 1 communication/documentation team. 2x Backend Engineering teams1x Frontend engineering team1x Attack team (scan, exploit, result)1x QA team1x Comm TeamTree includes: 6 EM and ~30 ICTechnologies include: Azure, Go, SQL, React, Kafka, Docker. -
Senior Director Information Security & ComplianceEquinox Jan 2020 - Feb 2021New York, New York, UsResponsible for security & compliance of Equinox and the portfolio of Related Real Esate companies (Blink, Variis, Equinox Hotel, PR, Pure). -
Senior Director, Data EngineeringEquinox Feb 2018 - Jan 2020New York, New York, UsEngineering Manager of:* EDW Team (Redshift, assorted RDBMS, Python, Spark, EMR, ETL)* BI & Reporting (Python, BO, SQL, D3, Tableau)* DevOps (in support of aforementioned teams) (ECS, Docker, Rundeck, DAG, Monitoring & Logging)* Data Science (Spark, Python, Redis, Scikit Learn)Also responsible for cultural initiatives like Lightning Talks, EQX Bookclub & Python training. * AWS Certified Cloud Practitioner, 2018 Dec. -
Technical DirectorBlue State Digital Feb 2017 - Jan 2018Brooklyn, New York, UsTechnical Director working on technologies and teams at BSD Tools. Python, PHP, Redshift, Docker, Kinesis, Looker. -
Director Of Engineering, Simulx LeadSimulmedia, Inc. Sep 2015 - Jan 2017New York, New York, UsSince successfully laying the foundation of the data practice within Simulmedia I've focused my efforts to support the expanding business, product & technical needs of the SimulX program, which is an initiative that specializes in aiding advertisers with minimal TV advertising experience to quickly launch campaigns that drive measurable business results. Technical / Product problems include: Real time reporting, forecasting and historical analysis, pre-post campaign insights, software scalability, API/3rd party integration, attribution and more. Technologies Include: Python, Redshift, PostgreSQL, SQLite, AWS. AI/ML: Clustering, Linear programing, Time Series. -
Director Of Data EngineeringSimulmedia, Inc. May 2014 - Sep 2015New York, New York, UsManage and lead a team of engineers to implement a cutting edge big data practice with a focus on low latency and scale.Technologies Include: Python, Redshift, PostgreSQL, SQLite, Custom ETL (DAG), AWS, MapReduce/Hive. -
Data Engineering Team LeadSimulmedia, Inc. Dec 2013 - Apr 2014New York, New York, UsEngineer solutions to drive our platform into the future!Currently working on "big data", including: Hadoop/MapReduce, Hive, ETL, Impala/MPP, Redis. Heavily leveraging AWS (EMR, S3, EC2, DPP, SWF, etc). Designing ETLs for complex data. Architecting big-data solutions. Programming: Python, boto, PostgreSQL. -
Director Of Software DevelopmentBusiness Insider Apr 2013 - Dec 2013New York, New York, UsManage 10 engineers, work closely with the lead of QA and VP of Product to implement Agile workflows and architect solutions that meet business needs across mobile and desktop while meeting increased traffic demands. Since the absence of our CTO, I've lead all engineering efforts and worked closely with the COO. Notable accomplishments: * Reduced software deployments from a ~2 hour, 9PM multi department event to an anytime of day, non-engineer managed 5 minute event. * Architected a Python framework utilizing Python Unit testing and Selenium RC to ease development of AFTs. * Increased site stability and uptime by aggressive monitoring campaigns, proactive infrastructure upgrades and clear lines of team responsibility. * Architected an "analytics validation engine" that guarantees pixel-events are fired and counted properly. * Lead the team through the adoption of Agile and the implementation of CI/CD -
Lead For Analytics & Data ProcessingPictela Mar 2013 - Apr 2013Lead revamp of data processing pipeline from pixel event to client report. -
Senior Software EngineerPictela Dec 2011 - Apr 2013Developing enterprise management software with a focus on application security.Additional duties include assisting QA with architecture and development, writing technical documentation, security audits, policies and education and data processing management. -
Senior Software EngineerElephant Ventures, Llc. Mar 2010 - Nov 2011New York, Ny, UsFrom preparing budgets to writing state machines in PHP4 w/Oracle backends, tuning apache or profiling PHP5 code with xdebug, writing iphone applications or reverse engineering javascript, I'm the "Special Forces" of software engineering. -
InstructorNew York Iphone Boot Camp Mar 2010 - Mar 2011Trained roughly 100 iphone/iOS developers throughout North America.
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Tech LeadArc90 Nov 2007 - Mar 2010New York, Ny, UsConstruction of RESTful web services with a focus on Service Oriented Architecture. Security Audits and Evaluations. Architecture, design, implementation and support of software. -
StudentNyc Iphone Bootcamp 2009 - 2009Student (and later teacher) of the NYC iPhone Bootcamp. After successfully taking this bootcamp, developing numerous iOS applications (SDK 2.2 -> present), I later became a teacher for NYC iPhone Bootcamp.
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FounderProjectskyline Llc Jan 2006 - Jan 2008Software services, product development, penetration testing, online marketing and campaign management.
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Junior EngineerHandsfreenetworks Jan 2004 - Jan 2006Built software for automated support infrastructures, similiar to IBM's Tivoli system.Technology: C/PHP/MySQL/Linux/Windows
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FounderMdh Records Jan 2001 - Jan 2004I left Berklee to pursue a dream of running a record label. During that time played shows, sold merchandise, signed artists and recorded numerous albums. Responsible for day to day execution of record label, managing artists, composing and recording music.
Ben S. Education Details
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Wentworth Institute Of TechnologyComputer Science -
Iphone Boot Camp -
Game InstituteComputer Graphic Programming -
Berklee College Of MusicMusic Production & Engineering -
Bishop Guertin -
General AssemblyData Science -
Wentworth Institute Of Technology
Frequently Asked Questions about Ben S.
What company does Ben S. work for?
Ben S. works for Fastly
What is Ben S.'s role at the current company?
Ben S.'s current role is Engineering Leader.
What is Ben S.'s email address?
Ben S.'s email address is sk****@****-sk.com
What is Ben S.'s direct phone number?
Ben S.'s direct phone number is +134741*****
What schools did Ben S. attend?
Ben S. attended Wentworth Institute Of Technology, Iphone Boot Camp, Game Institute, Berklee College Of Music, Bishop Guertin, General Assembly, Wentworth Institute Of Technology.
Who are Ben S.'s colleagues?
Ben S.'s colleagues are Dwayne Johnson, Leire Ordoyo, Alex Demskie, Kimberly Finney, Mpa, Sadaf Rajabi, Colton Mccurdy, Simon Kuhn.
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