Talos Trading has hired Kelly Ye as head of research, giving the institutional digital-asset technology firm a dedicated executive to turn trading, market and blockchain data into research for its clients.
Based in New York, Ye will lead Talos’s research program across market structure, liquidity, emerging opportunities and onchain finance, according to the company. Her mandate places research alongside the platform’s trading and portfolio-management tools after Talos expanded its data capabilities through its 2025 acquisition of Coin Metrics.
The appointment connects Talos’s execution systems with a growing library of market data, blockchain metrics, indexes and analytics. For asset managers, hedge funds, banks and brokers using the platform, the company is positioning research as a practical layer for interpreting fragmented liquidity and activity across digital-asset markets rather than simply providing access to venues and order-management software.
Ye joins with experience across conventional financial markets and digital assets. Talos said she has spent nearly two decades in finance, including 14 years in traditional finance roles covering research, portfolio management and product development.
Her previous positions include investment leadership roles at Avenir Group and Decentral Park Capital. She also held research and product leadership positions at Fidelity Digital Asset Management and CoinDesk Indices, according to Talos.
Before joining Talos, Ye worked on Coinbridge, a business focused on closing capital gaps for tokenized real-world assets. Tokenized real-world assets are blockchain-based representations of instruments or assets such as funds, bonds or credit products. The sector has drawn attention from financial firms seeking faster settlement, more flexible distribution and potentially broader access to traditionally illiquid products, though the structures remain subject to the legal and operational requirements of the underlying assets.
Ye holds a bachelor’s degree in applied mathematics from Peking University, a master’s degree in operations research from the Massachusetts Institute of Technology, and is a CFA charterholder, Talos said.
Research program will cover markets and blockchain activity
Talos said Ye will oversee research intended for institutional users of its platform. The company’s planned output includes its weekly State of the Network newsletter, a State of the Market dashboard and weekly market commentary, detailed reports, and quarterly and annual market publications.
Those products would draw on a combined set of data sources following the Coin Metrics acquisition. Coin Metrics brought market-data feeds, network data, digital-asset indexes and onchain analytics into Talos, supplementing the company’s order and execution management systems and portfolio-management tools.
The combination gives Talos a more integrated offering than a trading workflow alone. Execution platforms can show prices, orders and completed trades, while blockchain analytics can track activity recorded on public networks, such as token transfers, transaction fees and stablecoin supply movements. Bringing those sources together could help institutional users compare activity on public blockchains with the liquidity and pricing available through trading venues.
The approach also reflects the practical difficulty of analyzing digital-asset markets, where trading can take place across exchanges, over-the-counter desks, prime brokers and other liquidity providers. Prices, available liquidity and settlement arrangements can vary across those channels. Research that links market conditions to onchain activity may be useful for clients evaluating whether a move in trading activity reflects sustained network usage, short-term positioning or isolated venue-specific flows.
Coin Metrics deal expanded Talos’s data footprint
Talos’s acquisition of Coin Metrics in 2025 marked a significant expansion from its original focus on institutional trading infrastructure. The deal added capabilities that can support benchmark construction, portfolio analysis and monitoring of blockchain networks alongside trading and execution workflows.
Coin Metrics has been known for providing market and network data used by financial firms, researchers and index providers. Integrating those services gives Talos a larger role in the information layer that precedes a trade: the collection, normalization and interpretation of data used to assess markets and manage exposure.
Ye’s hiring suggests Talos intends to make more direct use of that expanded data set through published analysis and client-facing research. The strategy places the company in a segment where institutional clients increasingly expect technology providers to offer context around their data, particularly when digital-asset liquidity is dispersed and onchain indicators can be difficult to interpret without consistent methodology.
Talos said its software supports the digital-asset investment lifecycle, including liquidity sourcing, price discovery, trading, settlement and portfolio management. It connects clients to exchanges, OTC desks, prime brokers, lenders, custodians and other providers through a single interface.
The company also disclosed that it provides software-as-a-service connectivity tools and does not offer pre-negotiated arrangements with liquidity providers. Clients must negotiate those arrangements bilaterally. That distinction leaves Talos focused on the technology and workflow layer rather than acting as the counterparty arranging liquidity on a client’s behalf.
A role shaped by institutional workflow needs
For Talos, the research function will need to serve clients with differing requirements. An asset manager may want market and index analysis for a portfolio allocation process, while a bank or broker may focus on execution quality, settlement workflows, counterparty connectivity and regional availability.
The company noted that services and connected venues may not be available in every jurisdiction. That constraint remains relevant for institutional participants operating across multiple regulatory regimes, where a technically connected platform does not remove local licensing, custody, trading or product-distribution requirements.
Ye’s background spans the areas Talos is seeking to connect: conventional investment research, product development, digital-asset data and tokenized finance. Her new role gives the firm a research lead whose work can draw from both market data and public-blockchain information as Talos develops the Coin Metrics acquisition into a broader institutional analytics offering.
For deeper insights into RWAs and onchain liquidity, explore our tokenized real-world assets guide tailored for data-driven institutional traders.
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