Marcus Peck, CFA, FRM

Marcus Peck, CFA, FRM

Director; Architect / Data Scientist, Asset Management AI Transformation @ UBS

About

MongoDB SME | Microsoft Certified Trainer | Microsoft MVP Alumni | AI Engineering | Enterprise Architect | Dev Lead | Python | Platform Engineering | Data Engineering | Mentoring | Career Advisory | Technical Interviewer Career Interest: Hands-on technical leadership or founding CTO. Not interested in SRE / support / production engineer roles. A hands-on, innovative and all-rounded engineering leader on large-scale enterprise architecture and multi-asset financial platforms. Drives design and code excellence as a Python expert and a solution architect. Hands-on AI generalist and AI platform engineer, prompt engineering expert. I deliver software impactful to organizations. I make quality engineering decisions. I influence engineering culture. I help junior engineers to grow. Always prefer LinkedIn messages or email over calls, if you wish to connect.

Country

United Kingdom

City

London

Industry

Financial Services

Skill

AlphaSense, Microsoft Copilot, Microsoft Power Platform, Data Science, Leadership, DevOps, Ansible, Prometheus.io, MongoDB Atlas, Microsoft Fabric, Data Engineering, Node.js, Fastify, Azure Cosmos DB, Agentic AI, Azure AI Foundry, Adult Learning Theory, Andragogy, Technology Education, Artificial Intelligence (AI)

Experience

UBS

Director; Architect / Data Scientist, Asset Management AI Transformation

UBS

LinkedIn
2026-1 - Present · 8 mos

Greater London, England, United Kingdom

Invited to join the Asset Management (AM) AI Transformation Team. Leads AI adoption, AI use case implementation and AI education for AM with approximately 4,000 employees. Lead the direction of AI implementation of AM. Hands-on implementation of POC, lead architecture meetings to productionize POCs. As an SME to conduct trainings and workshops for AI and automation initiatives. In short, I make things happen, and I enable colleagues to make things happen.

UBS

Director; Solutions Architect, Asset Management Technology

UBS

LinkedIn
2024-3 - 2025-12 · 1 yr 10 mos

London, England, United Kingdom

1. Organizational AI generalist, AI platform engineer, and lead AI cultural changes. Coach and educate colleagues on prompt engineering. Hands-on deliver software products with AI in the process, and with AI capabilities in the end-product. Also hands-on deliver platform for AI research. Research for possibilities to bring different AI tooling to the team while complying with bank policies. 2. Define the technology strategy for digital core services, in particular with core platform. Design the architecture and selecting the best technology to use in various revenue-generating projects. Own the overall technology and data flows of the systems in core platform, design the target architecture for technology modernization, including AI adoption, with Microsoft Azure and Power Platform.

Citadel

Site Reliability Engineer; Commodities Engineering

Citadel

LinkedIn
2021-11 - 2023-1 · 1 yr 3 mos

London, England, United Kingdom

Increase developer productivity by delivering CI/CD pipeline enhancements, runtime environment/package management, core infrastructure and research infrastructure. Maintain platform sanity and best practices by providing developer support to local users; give development recommendations, prioritize and implement developers' requests.

Citadel

Site Reliability Engineer; Commodities Engineering

Citadel

LinkedIn
2021-7 - 2021-10 · 4 mos

Hong Kong SAR

Onboard to the Hong Kong team before relocating to London.

Citadel

Software Engineer; Equities Data Engineering

Citadel

LinkedIn
2020-7 - 2021-6 · 1 yr

Hong Kong SAR

As a software engineer in Equities Data Engineering, take technical ownership on a few important components in the research platform. Create business value by increasing research capabilities on top of the existing Jupyter Notebook/Lab research setup; as the primary developer to develop extensions on lab. As an architect to design the seamless Python 2 to Python 3 upgrade solution that host and executes user code in containers, and as the primary developer to implement the complete solution.

Citadel

Site Reliability Engineer; Equities Data Engineering

Citadel

LinkedIn
2019-9 - 2020-6 · 10 mos

Hong Kong SAR

As a Site Reliability Engineer (SRE) in Equities Data Engineering, deliver improvements in quality and reliability of data sets used by various strategies. Observe pain points in support and deliver tooling for reliability improvements and data quality management. Design and deliver solutions to improve analytical capabilities in research tools. Implement solutions to improve reliability of internal tools, which fit or improve existing architecture, or even involve redesign of existing architecture.

Bank of America Merrill Lynch

Vice President; Global Markets Core Strategist

Bank of America Merrill Lynch

LinkedIn
2018-2 - 2019-9 · 1 yr 8 mos

Hong Kong

Joined the newly established Quartz Core Asia team. As a solutions architect to design architecture for projects in core and different LOBs. Take part in maintaining deal model and instrument models. As a software architect to conduct architecture reviews, code reviews, and as generalist to support the developer community in the region. As platform engineer and platform expert to advocate the Quartz platform; deliver education sessions on best practices and the internals of the platform. Observe the pain points and architectural anti-patterns; raise new initiatives in core and deliver solutions to the core platform.

Bank of America Merrill Lynch

Assistant Vice President; Software Engineer (Global Markets)

Bank of America Merrill Lynch

LinkedIn
2017-2 - 2018-1 · 1 yr

Hong Kong

Responsible for 3 areas: Architect in a retirement project of the enterprise-wide collateral trigger and monitoring application; architect in the Consolidated PnL, Risk and Trades programme, and developer in desk BAU reports. Responsible for redesigning, consolidating and migrating the two existing collateral trigger systems to Quartz, with upstream feeds replaced with strategic data sources from Quartz. Also worked on the Asia specific portion of the global project migrating existing risk systems from different LOBs to a single FICC-wide pricing engine in Quartz. Responsible for trading desk, MO, COO and risk managers' requests on day-to-day BAU reports.

Bank of America Merrill Lynch

Assistant Vice President; Risk Engine Financial Support

Bank of America Merrill Lynch

LinkedIn
2015-7 - 2017-1 · 1 yr 7 mos

Hong Kong

Worked in a global team with 50+ colleagues from US, EMEA and APAC. Support the major risk system for credit LOB. Assist in new product release, investigation and resolving risk & P/L issues. Work closely with front office, middle office P/L team, trade support, and market risk team. Worked in strategic projects in risk as an architect. Implement requests from the structured credit and funding desk.

Bank of America Merrill Lynch

Assistant Vice President; Software Engineer (Global Markets)

Bank of America Merrill Lynch

LinkedIn
2014-2 - 2015-6 · 1 yr 5 mos

Hong Kong

Fast-tracked AVP promotion in Feb 2014 (2.5 years from start of my career).

Bank of America Merrill Lynch

Officer; Technology Analyst Program Associate

Bank of America Merrill Lynch

LinkedIn
2011-8 - 2014-1 · 2 yrs 6 mos

Hong Kong

Delivered on various strategic projects in international teams with teammates located in Japan, Singapore, Sydney, London, New York and India. Project team size varies from 3 to around 30. Took part as different roles in various projects, including architect, dev-lead, business analyst and developer. Projects include intra-day trade reporting platform, reference data editor, real- time application health monitoring, scenario analysis tool, and CDO basket construction data viewer integrated with the bank's proprietary cross asset pricing system. Support various systems and ad-hoc jobs that Credit Technology APAC owns.

The Chinese University of Hong Kong

Junior Research Assistant

The Chinese University of Hong Kong

LinkedIn
2010-7 - 2010-8 · 2 mos

Hong Kong

Productionized a prototype of ‘Deduplication File System’ based on Ext/2 for Linux based file system using FUSE (File system in USEr space).

Microsoft

Program Manager Intern

Microsoft

LinkedIn
2009-6 - 2009-8 · 3 mos

Shanghai City, China

Delivered improvement definition document and functional specification for Multi-server Upgrade Advisor project, on the infrastructure of Utility Control Point. Collaborated in a cross regional team of SQL Server Manageability with teammates in Shanghai and Beijing.

Education

The Chinese University of Hong Kong

The Chinese University of Hong Kong

LinkedIn

Computer Science

2007 - 2011 · 4 yrs

Graduated in March 2011 with first class honours, awarded a total of 8 scholarships.

CUHK Business School

CUHK Business School

LinkedIn

Integrated BBA Programme

2007 - 2011 · 4 yrs

Graduated in August 2011 with first class honours. Concentrated in Insurance and Risk Management.

Marcus Peck, CFA, FRM's Contact Information

Email

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Phone

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