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@coinbase.com
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Catalin Tiseanu is listed as Machine learning leader at Coinbase. Productionized Transformers before they were cool at Coinbase, a company with 51 employees, based in United States, United States, United States. AeroLeads shows a work email signal at coinbase.com, phone signal with area code 628, and a matched LinkedIn profile for Catalin Tiseanu.
Catalin Tiseanu previously worked as Senior Staff Machine Learning Engineer (IC7) at Coinbase and Staff Machine Learning Engineer at Coinbase. Catalin Tiseanu holds Research Master, Computer Science from University Of Maryland.
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AeroLeads found 1 current-domain work email signal for Catalin Tiseanu. Compare company email patterns before reaching out.
I'm passionate about technology that solves real problems, with focus for algorithmic, optimization, or machine learning challenges, proven to perform under pressure.I have a heavy background in algorithms & data structures, and machine learning - I worked at Coinbase, Twitter, Facebook, Google, and IBM Research, and won or made the final at some of the most prominent programming contests in the world, such as Google Code Jam or TopCoder Open (whose Marathon track I won in 2021 against heavy competition).Most recently, I was the first ML Engineer at Coinbase, acting as the team's tech lead for the last three years over a 40+ team. I had a role in building, designing, or advising every ML model running in production currently at Coinbase, as well as the technical and strategic direction. Highlights:• Landed double-digit increases in site-wide net revenue and engagement across the Feed, Growth & Notifications, and user spend limits;• Created Auto-ML-like lego-blocks around tabular data, sequence & text data (using Transformers of ChatGPT fame & deep learning), and support for blending these models to help 10x the team; • Set long-term technical direction for the team owned large parts of the interview process, published a blog post around our stack, contributed to a KDD presentation, and ran a knowledge-sharing group and boot camp;• Worked on the first web3 use cases.I was a founding engineer at Memo.ai (acquired by Coinbase), working on various NLP tasks.Previously, I did big data work at BitDefender and got my first industry experience through internships at Google (2008), Facebook (2010), and Twitter (2012).I published several theoretical computer science papers in string algorithms and strand detection, with an h-index of 4. I also built the first real-time turnout electoral map for the Romanian parliamentary elections, used by more than 1% of the Romanian voting population.I have Research Master's degree in Computer Science from the University of Maryland, College Park, under Prof. Mohammad HajiAghayi, and a Bachelor's degree in Computer Science from the University of Bucharest, Faculty of Mathematics and Informatics.To find out more about me, visit https://catalintiseanu.github.io/
Listed skills include Algorithms, Python, C++, Algorithm Design, and 15 others.
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A career timeline built from the work history available for this profile.
Remote First, US
As the first ML Engineer, I co-founded the modern machine learning efforts at Coinbase, acting as the team's tech lead for the last three years over a 40+ team. I had a role in building, designing, or advising every ML model running in production currently at Coinbase, as well as the technical and strategic direction. Highlights:* Landed double-digit.
San Francisco, California, US
Bucuresti, Romania, RO
* In charge of building the big data system in charge of making sense of terabytes of diverse information* Worked on building a one box type of search system for the various data collected by BitDefender, using Cassandra, Spark and Django.* Aim of the system was two-fold: easily search through terabytes of data and automatically generate forensic leads for.
College Park, MD, US
* TA for Algorithms & Data Structures, Complexity Theory and Randomized Algorithms* Held weekly TA hours for explaining difficult course material, at both undergrad and grad level* Responsibilities also included grading homework
San Francisco, CA, US
* Shipped a drastically improved version of the signup account recommendation system.* Designed and implemented features for improving the experience new users have on the site, by suggesting more relevant accounts to follow after they just signed up. * The project relied heavily on understanding trends in big data.* To that end, I used Pig (Big Data) and.
* Worked in the Ads optimization team.* Implemented a feature which helped increase CTR... this needed both infrastructure work as well as some Machine Learning models, all coded in C++.* Implemented a text feature as a Hackathon project to help make indexing easier.* I also used Big Data technologies such as Hive.
* Interned in the Business Optimization group on a research project about risk management in the pharmaceutics industry.* Worked on the interface of stochastic programming and combinatorial algorithms in order to formulate a model which minimized risk.* The linear programming model was implemented in ILOG CPLEX C++ and compared against other methods. * The.
Mountain View, CA, US
* Worked on the Google Books team.* Implemented an user facing feature as well as a backend one related to the scanning of books* Used Python for prototyping and C++ for the code in production.
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Andrew F.
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New York, New York, United States, United States
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Mahipal Saran
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Jaipur, Rajasthan, India, India
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Xingpei (Jaquelyn) Wang
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New York, New York, United States, United States
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Lawrence Zlatkin
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New York City Metropolitan Area, United States
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Chitra Venkatramani
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United States, United States
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Margaret Chepkemoi
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United States, United States
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Angelique N.
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Oakland, California, United States, United States
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Chad Paul Cramer
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San Francisco, California, United States, United States
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Stephanie Holstein
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Seattle, Washington, United States, United States
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Mônica Sousa Santos Santos
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Los Angeles, California, United States, United States
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Quick answers generated from the profile data available on this page.
Catalin Tiseanu works for Coinbase.
Catalin Tiseanu is listed as Machine learning leader at Coinbase. Productionized Transformers before they were cool at Coinbase.
AeroLeads has found 1 work email signal at @coinbase.com for Catalin Tiseanu at Coinbase.
AeroLeads has found 2 phone signal(s) with area code 628 for Catalin Tiseanu at Coinbase.
Catalin Tiseanu is based in United States, United States, United States while working with Coinbase.
Catalin Tiseanu has worked for Coinbase, Alien Labs, Bitdefender, University Of Maryland, and Twitter.
Catalin Tiseanu's colleagues at Coinbase include Andrew F., Mahipal Saran, Xingpei (Jaquelyn) Wang, Lawrence Zlatkin, and Chitra Venkatramani.
You can use AeroLeads to view verified contact signals for Catalin Tiseanu at Coinbase, including work email, phone, and LinkedIn data when available.
Catalin Tiseanu holds Research Master, Computer Science from University Of Maryland.
Catalin Tiseanu is listed with skills including Algorithms, Python, C++, Algorithm Design, Machine Learning, Data Structures, Big Data, and Software Engineering.
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