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Researcher and professional in ML and distributed systems, particularly in the IoT and mobility spaces.
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Something NewNewcoCalifornia, United States
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Building StuffAugment Feb 2024 - PresentPalo Alto, California, Us -
EngineeringApplied Intuition Feb 2020 - Feb 2024Mountain View, California, Us -
Technical Systems ResearcherIndependent Consultant May 2018 - May 2020- Advised multiple startups on technical architecture, whitepaper creation, regulatory compliance, and business model design, cumulatively raising over $200M in capital- Lead writer for the first usage-based insurance (UBI) and electric vehicle grid infrastructure (EVGI) standards for the mobility industry through the MOBI consortium (Ford, GM, BMW, Bosch, etc.)- Helped Ripple develop peer to peer reputation protocols and VPNs for payment security and privacy
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Software Engineer - R&DTendermint May 2019 - Aug 2019Las Vegas, Nevada, Us- Designed and implemented a write-back cache and async middleware in Go reducing average database/persistence layer latency by 80% and increasing throughput by 500%- Benchmarked weaknesses and access patterns in existing AVL-backed merkle tree design -
Head Of R&DBlockchain At Berkeley Jan 2019 - May 2019Berkeley, Ca, Us- Built a secure browser based peer to peer cryptocurrency payment app using the Interledger Protocol, reducing cryptocurrency payment finality from 10 minutes to under one second- Guided the R&D department in conducting blockchain research in collaboration with Haas and NUS- Worked with Qualcomm to develop a legal document tracker POC on Ethereum, Node.js, and React.js -
Researcher And DeveloperBlockchain At Berkeley Nov 2017 - Dec 2018Berkeley, Ca, Us- Advised research and development projects and connected teams to industry and research laboratories- Explored the use of nondeterministic algorithms for verifiable computing applications- Designed and tested decentralized machine learning systems that can co-verify within local mesh networks such as IoT systems
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R&D - Computer VisionDeepscale May 2018 - Aug 2018- Extended state-of-the-art research in memory and compute limited object detectors like RCNN and SSD- Designed and implemented a new CNN with 4.5x fewer FLOPs and 8% higher relative mmAP on vehicle detection tasks than existing public benchmarks, enabling real-time object detection on Raspberry Pis- Experimented with a novel set-prediction neural network for single-shot object detection -
Ug ResearcherBerkeley Deep Drive Aug 2017 - Aug 2018- Researched end-to-end self-driving vehicle mechanisms with deep convolutional neural networks and recurrent, time-series behavior- Experimented with modifications on neural turing machines and RFCNs to boost model accuracy, loss convergence rate, and robustness- Worked with model compression and convergence stability to improve practicality of end-to-end autonomous drivingPublications Pending
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Software EngineerClicktime May 2017 - Sep 2017San Francisco, Ca, Us- Assisted in the development of the ClickTime REST API and test suites built on the C#, IIS, and .NET stack- Built and extended core business logic over the entire stack with Angular.js and C#- Worked across multiple divisions to draft, design, and implement predictive business analytics features -
Undergraduate Research AssistantBerkeley Artificial Intelligence Research Sep 2016 - May 2017Berkeley, Ca, Us- Researched NLP techniques with novel LSTM-based architectures in deep multi-layered neural nets- Implemented data cleaning, data analysis, and machine learning scripts using Torch- Investigated fact-extraction techniques using the recently released WikiReadings dataset -
Software EngineerSumo Logic Jun 2015 - Aug 2015Redwood City, Ca, Us- Programmed web application, reducing code length by 40% and increasing maintainability - Wrote code in Scala, Java, and JS utilizing JSON, AWS, Apache Tomcat, and Beanstalk- Optimized web application reducing latency and doubling efficiency
Eric Hou Skills
Eric Hou Education Details
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University Of California, BerkeleyComputer Science -
University Of PennsylvaniaEngineering Complex Networks
Frequently Asked Questions about Eric Hou
What company does Eric Hou work for?
Eric Hou works for Newco
What is Eric Hou's role at the current company?
Eric Hou's current role is Something New.
What is Eric Hou's email address?
Eric Hou's email address is er****@****ewco.cc
What is Eric Hou's direct phone number?
Eric Hou's direct phone number is +192535*****
What schools did Eric Hou attend?
Eric Hou attended University Of California, Berkeley, University Of Pennsylvania.
What skills is Eric Hou known for?
Eric Hou has skills like Java, Scala, Python, Json, Object Oriented Design, Back End Development, Back End Programming, Natural Language Processing, Machine Learning, Algorithm Design, Client Server Application Development, Unit Testing.
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