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Christopher Correa is a Quantitative Research Engineer at Conduit at Conduit. He possess expertise in java, python, microsoft word, powerpoint, research and 6 more skills.
Conduit
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Quantitative Research EngineerConduit Jun 2022 - Present- Signals and Strategy Research — Developed processes to fit models on market movements. Explored the effect of sampling schemes, objective labels, model selection criteria, and meta strategy parameters on backtest simulations and live performance. - Data Pipeline — Designed and owned a system to parse market events for live trading strategies or capture market events for model training. - Infrastructure — Designed a nightly AWS ETL pipeline to format multiple exchanges' data to efficient formats for model training that could also be used to backfill historical data. Managed infra to remotely manage and deploy strategies.
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Autobagging Team LeaderOsaro Feb 2022 - Jun 2022San Francisco, California, Us- Drove the technical roadmap for the team alongside a Product Manager- Managed a group of 7 engineers- Managed projects like item bounding box detection, item barcode scanning, oriented placement into a bagging machine, and robot and operator UIs. -
Software EngineerOsaro Jun 2019 - Feb 2022San Francisco, California, Us- Robot Policy Development — Re-architected the system design for all robot motions and policies to allow arbitrary policies to be chained together. Designed pick policies for suction cup grippers to intelligently approach items quickly without damage, increasing overall system cycle time by 240%. - Published a US patent (US20210081791) as a result of this work- Data Integrity — Developed various techniques to detect faulty sensors, obsolete camera calibration, etc. Created a data pipeline for per pick analytics and real time sensor streams. Created dashboards for per-SKU performance and analytics scripts to make informed policy decisions based on the recorded sensor data.- Testing — Developed an environment to simulate hardware and test robot policies for faster development without use of physical hardware and testing software on customer environments before deployment. -
Graduate Student InstructorUniversity Of California, Berkeley Jan 2018 - Jun 2019Berkeley, Ca, UsI have taught EE 106B/206B (Robotic Manipulation and Interaction) for two semesters. The material in EE 106B/206B is directly relevant to the research I have been conducting in the AutoLab. I generate homework problems and labs for the students and grade both. I teach Discussions with small groups of students and hold office hours to reinforce the course material. -
ResearcherUc Berkeley Autolab Jan 2016 - Jun 2019Conduct research in Robotic Manipulation, Computer Vision and Path Planning incorporating Machine Learning and Artificial Intelligence. Developed models for Toppling and Pushing to increase access to robust parallel jaw and suction cup grasps. Using a hybrid of Imitation Learning and Model Predictive Control, I significantly reduced the number of trajectories required versus a traditional Imitation Learning path planning policy learned from the Covariant Hamiltonian Optimal Motion Planner (CHOMP). Using Depth Images, I am developing a self-supervised policy to predict Rigid Body Transforms of objects. This policy can then be used to accelerate training of downstream tasks like predicting grasp quality, and can be used to reduce the number of labelled datapoints required for downstream tasks.
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Software Engineering InternFacebook May 2018 - Aug 2018I created a Messenger Bot which would allow the developers on the Crowdsourcing team to better understand how Facebook user claims were processed through the Crowdsourcing pipeline for faster development. To do this, I studied the feedback from Facebook Employees outside of the Crowdsourcing team and came up with a roadmap of functionality I deemed to be essential or desirable in the Messenger Bot, and presented this to my team. I then implemented the features according to this roadmap I laid out. -
Software Engineering InternFacebook May 2017 - Aug 2017Using ElasticSearch, I modified the Facebook Career website to remove Facebook’s dependence on Salesforce to back the data displayed on each page. This had two benefits: speed and reliability. It reduced certain page load times from upwards of 10-15 seconds to under 1. Facebook was limited in the number of Salesforce DB queries it could make each day. This project reduced the number of times Facebook reached its daily capacity. -
Software Engineering InternCloudminds Technologies May 2016 - Aug 2016Irvine, California, UsUsing ROS, I created an interface to easily send collision free joint trajectory commands to the 7Bot and Yumi robots. This system could use several different path planners, such as CHOMP and RRT* to determine the optimal collision free path. I used the Yumi robot for real time path planning and collision avoidance to play a game of chess. This work was part of the Brass project. -
Software Engineering InternStrongauth, Inc May 2015 - Aug 2015Sunnyvale, Ca, UsAdded strong-authentication to OpenMRS (Open Medical Record System) using StrongKey CryptoEngine to enable encryption, digital signatures and FIDO Universal 2nd Factor (U2F). StrongAuth is in the process of contributing this feature back to OpenMRS. -
Computer Science InstructorGurukulam Jun 2014 - Aug 2014Taught the equivalent of AP Computer Science
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Robotics Teachers AssistantBellarmine College Preparatory Jun 2014 - Jul 2014San Jose, Ca, Us
Christopher Correa Skills
Christopher Correa Education Details
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University Of California, BerkeleyElectrical Engineering And Computer Science (Eecs) -
University Of California, BerkeleyElectrical Engineering And Computer Science (Eecs) -
Bellarmine College PreparatoryHigh School
Frequently Asked Questions about Christopher Correa
What company does Christopher Correa work for?
Christopher Correa works for Conduit
What is Christopher Correa's role at the current company?
Christopher Correa's current role is Quantitative Research Engineer at Conduit.
What is Christopher Correa's email address?
Christopher Correa's email address is ch****@****nds.com
What schools did Christopher Correa attend?
Christopher Correa attended University Of California, Berkeley, University Of California, Berkeley, Bellarmine College Preparatory.
What skills is Christopher Correa known for?
Christopher Correa has skills like Java, Python, Microsoft Word, Powerpoint, Research, English, Solidworks, Customer Service, Windows, Teaching, Leadership.
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