Bob Colner

Bob Colner Email and Phone Number

Head of Data @ Instasize
Englewood, FL, US
Bob Colner's Location
Englewood, Florida, United States, United States
Bob Colner's Contact Details
About Bob Colner

Data technology generalist with 10+ years experience. I help make data science products simple and useful.Track record of designing, implementing and operating a full suite of data services: - ML production services (LLM semantic search, conversion and churn propensity, Entity Resolution, NLP Topic-models) - Data warehouse design and management (Hive/Presto, Redshift, BigQuery, Snowflake, dbt) - ETL workflow service (Prefect, Airflow, Dask) - Self-serve BI & A/B testing dashboards (Mode, Streamlit) - AWS services (EC2, RDS, Redshift, Fargate, AppRunner, Lambda, S2, SSM) - GCP services (BigQuery, Compute, Storage, PubSub) Experience building a team of analysts while growing a profitable business unit.Tech stack: Python, SQL, dbt, AWS/GCP, Airflow, Prefect, scikit-learn, XGBoost, tensor-flow, NLP, Applied Statistics, Applied ML, Self-serve dashboards.

Bob Colner's Current Company Details
Instasize

Instasize

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Head of Data
Englewood, FL, US
Website:
instasize.com
Employees:
14
Bob Colner Work Experience Details
  • Instasize
    Head Of Data
    Instasize
    Englewood, Fl, Us
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  • Ship Sticks
    Data Scientist
    Ship Sticks Jan 2024 - Present
    Palm Beach Gardens, Florida, Us
    Data science at Ship Sticks
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  • Instasize
    Head Of Data
    Instasize Oct 2018 - Present
    Sandy, Utah, Us
    Individual contributor covering Data engineering, Data-science, and Analytics functions for Instasize Inc. Full-time role for 4 years, currently part-time.Data platform:- Streaming data ingestion from +50 million devices (GCP, Kafka service).- Cost optimized BigQuery data-warehouse operations (Python, Prefect, Dask, dbt).Data Analytics:- Self-serve metrics and KPI dashboards- Marketing analytics (forecasted LTV, A/B testing).- Subscription Revenue Lifecycle metrics.Data science:- Production ML training/scoring for subscription activation and churn (scikit-learn, XGBoost, Keras, tensor-flow).- Association graph analysis of product feature usage.
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  • Edtech Startup (Craft Education)
    Senior Data Engineer
    Edtech Startup (Craft Education) Apr 2023 - Jan 2024
    - Developed production ETL and Data lake on AWS (RDS, Python, AWS Fargate, DuckDB, S3)- Developed production analytics micro-service API for client-facing reporting (Python FastAPI, AWS Fargate, S3, Sendgrid)- Mentored junior Data-engineer - Prototyped multiple AWS data platform architectures and technologies (EC2, Lambda, Fargate, AppRunner, RDS, Redshift serverless, S3/Glue/Athena data-lake)
  • Martech Startup (Vendelux)
    Data Engineering & Ai Lead
    Martech Startup (Vendelux) Sep 2022 - Mar 2023
    - Developed production ETL and data warehouse on google cloud (python, bigquery, dbt)- Built-out internal and client-facing BI dashboards (mode analytics)- Researched and developed LLM semantic search application for job-titles (sentence-transformer model (sbert), vector-db, fine-tuning on proprietary data-set, streamlit web-ui- Developed B2B "event marketing opportunity discovery" web-app (python, bigquery, streamlit)
  • Lyft
    Data Scientist
    Lyft Apr 2017 - Nov 2018
    San Francisco, Ca, Us
    Data science contributor on a cross-functional Growth Marketing team. Partnered with Product, Engineering, and Design colleagues to achieve measurable driver-side growth.Developed ML models for driver applicant propensity that enabled 20% reduction in driver acquisition costs.Measured offline (Radio) marketing performance using with causal impact market analysis.Hired and mentored Product Analyst.Tech stack: AWS, Redshift/Hive/Presto, Airflow ETL, Mode/Looker/Tableau/Superset, Python/R
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  • Boomtrain | A Zeta Global Company
    Head Of Data Science
    Boomtrain | A Zeta Global Company Feb 2015 - Jan 2017
    San Francisco, California, Us
    First Data hire at Boomtrain (acquired by Zeta media), a B2B SaaS company providing personalized content recommendations for media and e-commerce brands.Worked closely with clients to ensure success in leveraging our intelligent marketing automation platform. Contributed Bayesian optimization methods to core recommendation product. Worked on NLP topic models (LDA) and word embeddings (word2vec, ELMo).
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  • Perfect World Entertainment, Inc.
    Analytics Manger
    Perfect World Entertainment, Inc. Jun 2013 - Nov 2014
    San Francisco Bay Area, Us
    Analytics team leader for mobile publishing at Perfect World Entertainment (now Gearbox). - Implemented data warehouse & product metric dashboards - P&L forecasting for weekly review with Executive teamIndustry Speaking Engagements - Gaming Analytics Summit - "Data-Driven Product Design" - Gaming Insiders GDC - "Mobile trends panel" - MobileGamingUSA - "Player Retention and Analytics"
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  • Dena West
    Insights Manager
    Dena West Jul 2011 - Jun 2013
    * Data Science focused on User-Acquisition goals. * Directly impacted $10M / Q marketing budget.* Member of Mobile Acquisition Transparency Alliance (MATA) technical steering committee.
  • Insight Strategy Group (Now Marketcast)
    Quantitative Analyst
    Insight Strategy Group (Now Marketcast) Jan 2010 - Jun 2011
    New York, New York, Us
    * Developed and analyzed quantitative survey instruments for media, fashion, and technology brands. * With with research team to provided strategic guidance to clients.
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  • New York University
    Graduate Student Instructor
    New York University 2006 - 2010
    New York, Ny, Us
    * Performed experimental research and scholarship in the field of Cognitive Science. * Specialized in category learning using eye-tracking and quantitative modeling.* Managed research assistants, TA, McCracken PhD fellowship* Instructor for "Introduction to Cognition"
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Bob Colner Skills

Analytics Data Mining Data Analysis Big Data Market Research Statistics Machine Learning Marketing Strategy Cloud Computing Predictive Analytics R Start Ups Python Hadoop Segmentation Strategic Partnerships Sql Databases Business Strategy Online Advertising Marketing Mix Modeling P&l Forecasting Data Science

Bob Colner Education Details

  • New York University
    New York University
    Cognitive Science
  • College Of Charleston
    College Of Charleston
    Experimental Psychology

Frequently Asked Questions about Bob Colner

What company does Bob Colner work for?

Bob Colner works for Instasize

What is Bob Colner's role at the current company?

Bob Colner's current role is Head of Data.

What is Bob Colner's email address?

Bob Colner's email address is bc****@****ail.com

What is Bob Colner's direct phone number?

Bob Colner's direct phone number is +141578*****

What schools did Bob Colner attend?

Bob Colner attended New York University, College Of Charleston.

What are some of Bob Colner's interests?

Bob Colner has interest in Building Cool Stuff, Port Cities, Great Port Cities, Fruit Farming, Homebrewing, Jazz, The Great Outdoors, Jazz Music.

What skills is Bob Colner known for?

Bob Colner has skills like Analytics, Data Mining, Data Analysis, Big Data, Market Research, Statistics, Machine Learning, Marketing Strategy, Cloud Computing, Predictive Analytics, R, Start Ups.

Who are Bob Colner's colleagues?

Bob Colner's colleagues are Kandice Ting, John Fabela, Kandice Ting, Felix Marrero Morales, Vince Aldrick Gawtee.

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