Profileimage by Artem Ermolenko Product, Project and Test Manager, Data Scientist from Frankfurt

Artem Ermolenko

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Last update: 06.09.2022

Product, Project and Test Manager, Data Scientist

Company: Artem Ermolenko Unternehmensberatung
Graduation: MBA, Informatik, Fremdsprachen
Hourly-/Daily rates: show
Languages: k. A.

Attachments

Consultant_Profile_Artem_Ermolenko_EN.pdf

Skills

Management & analysis Project management & consulting
◉ PMO, Stakeholder-management
◉ Time management & multitasking
◉ Risk/Issue management (RAID)
◉ Agile, waterfall
◐ Change & incident management
◐ Budgeting, forecasting & reporting
◐ Business, product & data strategy
Business analysis
◉ Requirements management
◉ Business process management (design, analysis, optimization)
◉ Architecture of business processes
Test management
◐ Test strategy & cases design
◐ Test & documentation
Functional specification
◐ Architecture & design
◐ Functional specification
◐ Data modelling
Technology Data science & BI
◉ Predictive analytics e.g.: churn, credit scoring, pricing, time series forecast
◉ Data visualisation & UX
◉ Data mining & cleansing
◐ Artificial Intelligence / Machine learning e.g.: NLP, deep-learning, recommenders
◐ Big data & data warehousing
◐ Web development
◐ IT-architecture & API
◐ High frequency trading
◔ NoSQL / Graph databases
Languages & Engines
◐ Python, SQL, VBA, C#

Project history

10/2018 - Present
Project Portfolio Manager
Large Insurance (Insurance, >10.000 employees)

Large Programm: Transformation to Sales 4.0 (Digital Sales)
  • Responsible for budgeting, resource management, milestones and forecast
  • Designed excel based financial management systems (controlling, forecast etc.)
  • Managed projects requirements incl. CR, issues and risks (RAID)
  • Reported and managed stakeholder’s management status reporting to the board and controlling
  • Controlled and challenged project managers in workstreams on scope, resources and budget

11/2017 - 09/2018
Project Manager, Lead Data Scientist & Architect
GLOBAL UNIVERSAL INVESTMENT BANK

BUSINESS Corporate Investment Banking (FX Sales)

PROJECT Generation of new data driven sales approaches with real-time market
DESRIPTION manipulation detection, improving orders profitability, prediction and reverse
engineering of clients trading & hedging behavior
* Negotiated with stakeholders, did internal data science consulting & sales
* Achieved reliable prediction in hedging behavior & orders profitability with solid
measurable business impact incl. sales pitches for clients
* Implemented securities trading monitoring incl. insider trading detection
* Defined problems/cases based on interviews and available data
* Discovered & visualized unknown valuable business insights (dashboards)
* Created data pipelines (data source aggregation, cleansing, mining etc.)
* Initiated legal docs NLP project for debt sales
TEAM 4 functional reports
TOOLS Excel, Tableau, Python, MySQL, Clickhouse, Bloomberg + API, Spark

08/2017 - 10/2017
Product Manager, Lead Data Scientist & Architect
GLOBAL UNIVERSAL INVESTMENT BANK (Banks and financial services, >10.000 employees)

BUSINESS Corporate Investment Banking (Corporate Banking Coverage)

PROJECT Visualization and assessment of predictive potential of corporate banking data
DESRIPTION for KYC, AML in global sales and performance strategy
* Negotiated with stakeholders (regional & central managers)
* Elicitated requirements and defined business problem/cases
* Did assessment of external providers for KYC tools
* Did solution & architecture design
* Designed & implemented interactive visualizations (UX, dashboards, stories)
* Modelled & integrated predictive functionality into dashboards
TEAM 2 functional report
TOOLS Tableau, Python, Excel, Clarity, PowerPoint, MySQL, Alteryx

02/2017 - 07/2017
Project Manager, Lead Data Scientist & Architect
GLOBAL UNIVERSAL INVESTMENT BANK (Banks and financial services, >10.000 employees)

BUSEINESS Wealth Management

PROJECT Establishment & leading of predictive analytics team from scratch
DESRIPTION * Built up a data science team, AI strategy, function, processes, IT landscape
* Defined problems/cases (e.g. churn, product affinity, portfolio optimizer etc.)
* Integrated AML modules for abnormal transaction detection
* Created data pipelines (collection, preparation, transformation, mining etc.)
* Fitted, tested, ensembled models, did solution & architecture design
* Achieved & promoted to top management highly reliable predictions to create
business value and secured budget for further projects

TEAM 6 functional reports

TOOLS MS Project, R, Oracle, Tableau, Excel, PowerPoint, Visio,
Rapid Miner, Bloomberg

11/2016 - 01/2017
Senior Management Consultant
GLOBAL UNIVERSAL INVESTMENT BANK (Banks and financial services, >10.000 employees)

BUSINESS Retail Banking (Brokerage)
PROJECT Creation of strategy for online brokerage and target operating model (TOM)
DESRIPTION * Conceptualized and negotiated new strategy and its implementation
* Reviewed insider trading protection
* Took responsibility for negotiations, managed relationships with stakeholders
and senior management
* Coordinated execution of process transformation for the online brokerage TOM
* Led research and benchmarking on competitors
TEAM 2 functional reports
TOOLS PowerPoint, Excel, Tableau, SharePoint, MS Project, Visio

07/2016 - 10/2016
Senior Management Consultant
GLOBAL UNIVERSAL INVESTMENT BANK (Banks and financial services, >10.000 employees)

BUSINESS Wealth Management
PROJECT Strategy for new digital products for Wealth Management
DESRIPTION * Modelled business processes, elaborated on big-data topics, negotiated strategy &
implementation of robo-advisory
* Advised of new technologies employment for getting competitive advantage
* Managed relationships with stakeholders and senior management
* Coordinated business, infrastructure and IT actions
* Prepared and challenged business cases for proposed products
* Designed integration of new product in existing cross function infrastructure
TEAM 1 functional report
TOOLS PowerPoint, Excel, Visio, Tableau, SharePoint

07/2015 - 06/2016
Lead Business Analyst, Solution Architect
GLOBAL UNIVERSAL INVESTMENT BANK (Banks and financial services, >10.000 employees)

BUSINESS Risk, Finance

PROJECT Basel 3 work stream of a large risk/finance integration program
DESRIPTION (300-600 Mio. EUR, 200-400 FTE):
Delivery, design and implementation of an automated regulatory financial
reporting software for COREP reporting for group and subsidiaries
* Managed & transformed internal and external requirements into risk models &
optimized algorithms e.g.: for RWA (250bn) and Expected Losses calculation
* Advised on implementation of credit risk regulatory requirements
* Designed custom generative programming framework for automated code
generation based on business user friendly rule set
* Modelled and implemented a self-learning predictive data quality validation and
correction system
* Designed inbound and outbound interfaces to the financial data warehouse
* Testing and rollout to production
TEAM 4 functional reports
TOOLS MS Project, Excel, Access, VBA, Tableau, PowerPoint, Clarity

07/2014 - 06/2015
Lead Business Analyst, Test Manager
GLOBAL UNIVERSAL INVESTMENT BANK (Banks and financial services, >10.000 employees)

BUSINESS Treasury, Finance, Tax
PROJECT Liquidity / Basel 3 work stream of a large risk/finance integration program
DESRIPTION (300-600 Mio. EUR, 200-400 FTE):
Delivery, design and implementation of capital calculation planning and
forecasting tool for treasury (globally)
* Responsible for business analysis, design, quality management, delivery
* Managed stakeholders of involved business divisions (Finance, Treasury, Tax)
* Integrated tools and processes into the landscape of financial data warehouse
* Ensured data security, audit compliance, performance and business logic
configurability
* Performed user acceptance and stress test, smooth transition to production
TEAM 2 functional reports
TOOLS MS Project, Excel, Visio, HP ALM, Jira, SAP, PowerPoint, SharePoint, Clarity

04/2013 - 06/2014
Business Analyst, Solution Architect
GLOBAL UNIVERSAL INVESTMENT BANK (Banks and financial services, >10.000 employees)

BUSINESS Finance

PROJECT Accounting / GAAP work stream in a large risk/finance integration program
DESRIPTION (300-600 Mio. EUR, 200-400 FTE):
Design and implementation IFRS Accounting Engines Framework (Strategic
Chart of Accounts, Swinging, Netting, Own Debt etc. for multiple locations:
London, New York, Frankfurt)
* Performed strategic planning and governance, managed resources, prioritized
projects, negotiated requirements, designed process, ensured compliance with
organizational processes
* Coordinated on/offshore development teams in Moscow and Pune
* Managed customer relations and secured customers satisfaction (Group Finance)
TEAM 2 functional reports
TOOLS Excel, Visio, HP ALM, Jira, VBA, PowerPoint, SharePoint

08/2009 - 09/2010
Developer, Quant, Business Analyst
LARGE AMERICAN STOCK EXCHANGE (Banks and financial services, 1000-5000 employees)

BUSINESS Portfolio Management / Trading
PROJECT Portfolio management & trading system for investment funds and portfolio
DESRIPTION managers
* Designed and developed the trading core incl. rebalancing logic.
* Elaborated design of high speed trading algorithms
* Designed FLEX options trading (RFQs, matching etc.)
* Negotiated business requirement with the client
TEAM 6 reports
TOOLS .NET (ASP, C#), C, MS SQL Server, Excel, Test Driven Development, X-Prog.

12/2008 - 07/2009
Developer, Data Scientist
LARGE EUROPEAN BANK

BUSINESS Retail Banking
PROJECT Retail credit scoring predictive system
DESRIPTION * Did data preparation and implemented predictive models
* Researched and designed incorporation of external economic factors
* Brought the system into production, iteratively incorporated users feedback
TEAM 1 report
TOOLS .NET (ASP, C#), Oracle, Excel, VBA

08/2008 - 11/2008
Developer, Business Analyst
LARGE COMMERCIAL REAL ESTATE SERVICES COMPANY (Banks and financial services, 5000-10.000 employees)

BUSINESS Real Estate

PROJECT Mobile call accounting system with OCR for data extraction and classification
DESRIPTION * Designed and developed multipurpose data parser
* Implemented advanced UI interface
* Optimized & supported database & web-site
TEAM No reports
TOOLS .NET (ASP, C#), Java Script, MS SQL Server, Excel




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