UBS

• Analyze complex business processes and identify business needs (providing relevant product measurements and metrics)
• Design scalable digital solutions (documenting functional and non-functional requirements, devising test cases, automating regression tests)
• Communicate all aspect of architecture (operating model, architecture principles, target architectures, standards and KPIs) to technical and non-technical audience
• Drive Product Management and Tech Transformation topics supporting modernization and automation of Business
• Tools: Python, SQL, Postman, Confluence, JIRA, Excel, Word, Power Point

LSEG

• Designing, building and implementing Python scalable analytics to make financial workflows empowered by machine learning, statistical/econometrics models and streaming trading data
• Leading end to end technical software/product development lifecycle
• Cooperating with internal and external stakeholders on the merits of engineering and technology discussion, capabilities, product roadmaps and status
• Tools: Python, GIT, AWS, Postman, Figma, Confluence, JIRA, Excel, Word, Power Point

Citibank

• Develop, maintain, and enhance models for credit risk, market risk, and/or counterparty credit, including risk capital and/or stress testing
• Develop, maintain, and enhance technical documentation, including project plans, model descriptions, mathematical derivations, data analyses, process and quality controls
• Develop and implement methodologies, algorithms and diagnostic tools for testing model robustness, stability, reliability, performance, and quality control of modelling data
• Support various tasks in response to regulatory and internal risk management requirements
• Tools: Python, GIT, Excel, Word, Power Point

Accenture

• Member of a cross-functional team aimed to deliver risk management and capital market advisory services for financial services costumers across Europe and Middle East
• Member of Capability Network (CN) Quantitative Risk Framework
• Leading Swiss multinational bank Project: Designing, building, tuning and maintaining large scale ETL Pipelines to meet business and technical requirements. Developing set of scripts to help automatize client's workflow and critical areas
• Tools: Python, Apache Spark, GIT, Palantir Foundry, JIRA, Confluence, Excel, Word, Power Point

Refinitiv

• Consulting: Supporting clients' VBA and Eikon API (Excel and Python) queries providing tailored solutions and automation tools
• Financial Modelling: Responsible for providing industry leading financial modelling services to Investment Banks, Asset Managers and Corporates globally. Creating comprehensive equity research and IB excel models. Focus areas are: Equity, Fixed Income, commodities, derivatives, funds and FX
• Various: Assisting clients in building, auditing and automating investor presentation materials. Dealing with content issues and checking data accuracy
• Tools: VBA, Excel, Word, Power Point, Python

EY

• Business Process Re-engineering: rethinking and redesigning the way clients' work is done to better support client company's mission and reduce costs
• Strategic planning: Redefining company's strategy and making decisions on allocating its resources to pursue the best strategy
• Business analysis: Identifying clients' business needs and determining solutions to these business problems
• Tools: Excel, Word, Power Point

Languages and Databases

Python

VBA

MySQL

Shell Scripting

Apache Spark

HTML5

CSS3

R

C++

Frameworks and Libraries

scikit-learn

SciPy

NumPy

Pandas

Statsmodels

Boto3

Requests

Flask

FastAPI

matplotlib

Plotly

Seaborn

BeautifulSoup

xlwings

Other

Git

Docker

AWS

Postman