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I live and dream data visualizations. Passionate about machine learning, big data, and statistics. Check out my projects at christophvel.com
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Forward Deployed EngineerRunpodAustin, Tx, Us -
Principal Data ScientistIkin May 2023 - PresentSan Diego, California, UsWorked on research and development in computer vision and MLOps architecture using synthetic data for volumetric captures.Research and implementation on Diffusion methods using spatial-temporal algorithms for a novel video codex solution. -
Principal Data ScientistCubic Its Nov 2022 - Apr 2023Advised on current solutions for transportation department and future implementations of data lake, data modeling for migration to a cloud environment. Advised on how multiple data products could be integrated for new product solutions.
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Principal Data ScientistCubic Mission & Performance Solutions Mar 2022 - Nov 2022San Diego, California, UsWrote proposal for numerous DARPA proposals and US Army RFIs using ML and Data Science solutions. -
Senior Data ScientistCubic Corporation Sep 2017 - Mar 2022San Diego, Ca, UsWorked on numerous DARPA projects looking at graph-based approaches on network analysis and dynamic force compositions. Led a data science team to create a data pipeline to generate metrics in near real time on a simulated visual training software tool for a DARPA project in conjunction with the Marine Corps. Supported British Army and Australian Army by developing a docker-built dashboard using Flask/Dash and Dask on real-time military exercises. Worked on NextBus prediction system, create detailed statistical reports, an adaptive stop detection using dynamic non-parametric functions. Statistical Approaches Used: Total Variation, KDE, DBSCAN, HyperOpt, Xgboost, DTW, Neural Networks, Time Series AnalysisLanguages Used: Python, scikit-learn, Jupyter, R, PostgreSQL, Neo4j, Airflow, RabbitMQ, Plotly, Dask, Kafka, Docker, Kubernetes, FastAPI -
Data ScientistPredictive Science Sep 2015 - Aug 2017Austin, Tx, UsCreated census data-driven maps through Leaflet and Shiny in an web interactive for the a major telecommunications carrier to make marketing decisions leading to uplift in sales. Created regression and machine learning algorithms such as k-means clustering based on multiple variables to show client in a simple manner how to target their customers. Created scripts that show optimal locations to place stores through PostGIS and Python. Implemented complex SQL queries and PostGIS functions for scalability of product. Handled research of third-party data resources. Proactively analyzed findings, in cooperation with team members, and developed business insight reports and population estimates.Used Naive Bayes theorems and text analysis and mining to extract features to make a timely business decisions.Languages Used: R, Python, ElasticSearch, PostgreSQL, PostGIS -
Senator Gregory Luna ScholarOffice Of Texas State Senator Kirk Watson Jan 2015 - Jun 2015• Wrote legislative briefs on the state budget and property tax issues. • Staffed the senator on numerous bills and committee hearings. • Met with constituents and lobbyists on behalf of the Senator.
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InternThe Office Of Texas State Senator Juan Hinojosa Jun 2012 - Aug 2012• Prepared and edited letters for the Senator to constituents and lawmakers. • Created presentation materials for Chief of Staff and Senator.
Christopher Vela Skills
Christopher Vela Education Details
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Columbia UniversityStatistics/Latino Studies
Frequently Asked Questions about Christopher Vela
What company does Christopher Vela work for?
Christopher Vela works for Runpod
What is Christopher Vela's role at the current company?
Christopher Vela's current role is Forward Deployed Engineer.
What is Christopher Vela's email address?
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What is Christopher Vela's direct phone number?
Christopher Vela's direct phone number is (888) 836*****
What schools did Christopher Vela attend?
Christopher Vela attended Columbia University.
What are some of Christopher Vela's interests?
Christopher Vela has interest in Stocks, Digital Photography, Philosophy, Investing.
What skills is Christopher Vela known for?
Christopher Vela has skills like Html, Java, Microsoft Office, Photoshop, Microsoft Excel, Powerpoint, Research, Microsoft Word, C++, C, Matlab, Os X.
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