Michael Wisniewski

Michael Wisniewski Email and Phone Number

Modeling Manager @ First Interstate
Independence, OH, US
Michael Wisniewski's Location
Independence, Ohio, United States, United States
Michael Wisniewski's Contact Details

Michael Wisniewski personal email

Michael Wisniewski phone numbers

About Michael Wisniewski

Director w/ extensive experience as a manager, architect, AI/ML modeler, cloud platform + EDW manager. Functional experience: strategy | operations | manufacturing | marketing | business development | finance | supply chain | risk management | product management | SDLC + 3 start-ups (CRM, dynamic pricing, ad-tech).mwisniewski 2020 @ yahoo . com- - - Example Work Areas - - -Agentic generative models (i.e. genAI) in research (disease pathways) + risk management in health systems(eg 30-day re-admission risk)Leading cross-functional initiatives impacting revenue, risk, operations KPIs (Strategy, marketing, pricing strategy, pricing, promotion, MMM, CRM)Data + solution architect, roadmapping, delivery: data | applications | AI/ML solutions; IT initiativesImplementing models, BI, data warehousing|data lakehouse, MLOps, with data governance, MDM(Led 2 end-to-end AI/ML platform builds: Architecture | data engineering; Initiative design + delivery; Data governance | ML-ops; cloud agnostic SaaS/DaaS focus- - - Example Interest Areas - - -Interests - Bio:Use of AI/ML in bio | bioinformatics:- immunology | oncology; NCDs | CNS + auto-immune disease | bio-nanotechnology - liposome delivery across BBB, targeting, release | theronostics - Hematological + CNS diagnostics | novel biomarkers Interests - AI/ML:graph-based approaches | graphRAG | probabilistic neural nets | Bayesian neural nets | timeseries | reinforcement learning + multi-modal | NLP | LLMs | genAI Interests - work:- AI/ML productization- Applying 'management science' (aka data science) in various functions: product design + software | sales/ marketing | operations | manufacturing, etc. - e.g.: revenue growth | marketing science, quantitative risk management | digital transformation, - methodological areas: - operations research | simulation - econometrics (eg. survival analysis + competing risks) | statistic, - FP&A | stochastic cashflows w/ market risk, interest rate risk, convexity | durationRecent:BNNs; multi-label multi-task networks, LSTM|adaptive attention; Text mining | NLPCLV; marketing mix; forecasting; stochastic block models, generative ML models Tools: python | pyTorch | pyro | numpyro/JAX | TensorFlow | R | Matlab | SAS | SQL | SQLAlchemy | Flask | LangChain | LangGraph | Pinecone |Azure + Databricks | ADO | Jira | AWS | Plink | Bioconductor | torchvisionGerman-fluent, Japanese-lite

Michael Wisniewski's Current Company Details
First Interstate

First Interstate

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Modeling Manager
Independence, OH, US
Michael Wisniewski Work Experience Details
  • First Interstate
    Modeling Manager
    First Interstate
    Independence, Oh, Us
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  • Parker Hannifin
    Manager - Artificial Intelligence
    Parker Hannifin Feb 2021 - Oct 2024
    Cleveland, Oh, Us
    Leading team + hands-on: Framing and delivering AI projects in supply chain, operation, pricing, service.Supply chain AI model for operational event-monitoring and systemic oversight of European distribution network.Diagnostics, anomaly detection, reliability modeling of airline fleet data (IoT QAR+fault history) - to ID root cause of critical faults affecting airline service and repair.Industry peer-group model of P&L factors (regressed to stock prices) for prescriptive accounting and financial ratio changes to align corporate valuation w/ peer-group under scenarios, variational analysis.
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  • City Of Baltimore
    Chief Data Officer
    City Of Baltimore May 2019 - Feb 2021
    Baltimore, Md, Us
    Led teams in data management: operational applications+data stores, EDW, and custom apps software development. Delivered value-creating initiatives to enable better rate of innovation in agencies - via data/analytics/software improvements; Guided upgrade workstreams: processes and apps; data migrations to new ERP (Workday) solution, cloud enabling applications, supporting front end reqts/specs gathering and SQL analysis to map data for .Net Core re-writes; rationalized existing SQL-Server instances, upgrade GIS/ESRI base mapping and functionality for applications, design/establish cloud-based EDW/analytic data mart, data lake, data governance, MDM, initial modeling / machine learning and new software app development.
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  • Amerimark Direct
    Director Data Science + Enterprise Data Warehouse
    Amerimark Direct Jun 2014 - Dec 2018
    Cleveland, Ohio, Us
    Founded + managed enterprise data warehouse & data science functions: (1) Led data science team - upgrading models and propagation of analytics/modeling throughout the enterprise; hands-on prototyping of ML models(2) From scratch, built an EDW w/ marts & enterprise analytics, insights, recurrent BI reporting, and strategic analytics; SQL-Server+infrastructure upgrade, new data engineering + modeling ecosystem for automated platform.Results: ~12% revenue lift (modeling efficacy); BI/strategic insights affecting product and customer strategy.Modeling: consumer behavior models and machine learning - neural nets + ensemble, and automated framework w/ evolutionary computation; data reduction PCA/MCA methods, imputation, feature engineering to condense large, third-party data, etc. Led agile process with both EDW + modeling teams - Responsible for roadmaps and releases.Other modeling: LDA, text mining using an ontology/taxonomy and model-based customer journey.
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  • Segmint
    Chief Data Scientist / Product Manager
    Segmint Apr 2013 - Jun 2014
    Plano, Texas, Us
    Architected + built real time modeling ad-tech engine (dynamic pricing) framing a multi-tenant flow, and focused on a rare event modeling approach; Emphasis on transactional data, text-mining, and mixed data-types. Productization / product marketing.Development of a productionalized ETL/curation process, thru modeling, and output to UI/reporting, QA. Modeling including traditional targeting, neural networks, text-mining/LDA, proprietary methodologies.Followed agile/Scrum process, but early-stage startup, so played hybrid role of roadmapping releases, and feature/functionality prioritization; tools such as Greenplum/MADlib (noSQL), postgresql, Python, R.
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  • Keybank
    Vp Strategic Analytics
    Keybank Mar 2004 - Apr 2013
    Cleveland , Ohio, Us
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  • Keybank
    Vp Strategic Analytics - Risk, Marketing, Consumer Insights
    Keybank Mar 2004 - Mar 2013
    Cleveland , Ohio, Us
    Consumer + small-business banking - Risk management, Client Strategy (Marketing), Client Insight (product-management) - CRM, analytics; predictive modeling, segmentation; Lines, loans, leases, some credit card.Primary role - consumer credit risk: Formulated approach and built-out of comprehensive loss forecasting framework (over 6 years) (account level time-series) PD/LGD/EAD - a unified approach for Basel Capital allocation, ALLL / Provision, Capital adequacy, and operational/SBU planning; Essentially a productionalized-software system, to handle 40 portfolios by a single person.6 years Fed Stress testing, audits as primary modeling point-person; Simulation, stress scenarios.Methodological/business contributions: unified modeling framework for Provision, Capital, and LOB-forecasting, exceptionally accurate account-month level forecasting; modeling combining local/MSA economic, account/customer level behavioral, seasonality, trend, etc.
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  • Pros
    R&D Scientist - Dynamic Pricing
    Pros Jun 2001 - Feb 2004
    Houston, Texas, Us
    Dynamic pricing and campaign management solutions development, part of sciences group delivering client prototypes in consulting engagements; abstracting underlying mathematics / operations research formulations to generalize across clients / industries; Areas including television broadcasting, non-committal contract pricing (e.g. menu of 100+ prices - unique per client) set to uniquely incentivize each customers usage potential; Dynamic pricing of fuel with large scale live pilot (18% lift); Support role w/ traditional revenue management - hotels, hospital-resource.
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  • Crm-Startup, Merck & Company Supply Chain + Operations, Mercedes-Benz - Facilities Planning
    Earlier Roles:
    Crm-Startup, Merck & Company Supply Chain + Operations, Mercedes-Benz - Facilities Planning Jan 2000 - Jan 2000
    Synchrony Communications - CRM SaaS start-up - Director of Product Marketing(go-to-market strategy, productization & pricing of software, pro-forma P&L analysis, consultative selling)ATKearney- lead management consulting scoping/projectizing and leading procurement re-design engagements in Canada, US, Germany: paper mfg, auto-mfg'ers.Merck & Company (3.5 yrs): operations improvement/supply chain management and warehousing: varivax and Hep-B vaccines and tablet manufacturing, cycle time and ERP related projects; optimization model of US distribution network underlying Medco acquisition; Global Commodity Manager - hardware/software procurement; procurement re-design + SAP implementation, launching 20 commodity teams.Mercedes: overseas facilities planning + expert system.

Michael Wisniewski Skills

Software Development Risk Management Banking R Python Tensorflow Sql Stress Testing Predictive Modeling Consumer Behavior Modeling Stochastic Models Data Warehouse Architecture Data Engineering Data Science Product Management Management Consulting Strategy Segmentation Pl/sql Scikit Learn

Michael Wisniewski Education Details

  • Johns Hopkins
    Johns Hopkins
    Bioinformatics | Biostatistics | Immunology | Oncology | Nanotechnology
  • London Business School
    London Business School
    Management Science (Aka Data Science)
  • Purdue University
    Purdue University
    Operations / Operations Research
  • Ohio University
    Ohio University
    Industrial & Systems Engineering
  • Aba Stonier Graduate School Of Banking
    Aba Stonier Graduate School Of Banking

Frequently Asked Questions about Michael Wisniewski

What company does Michael Wisniewski work for?

Michael Wisniewski works for First Interstate

What is Michael Wisniewski's role at the current company?

Michael Wisniewski's current role is Modeling Manager.

What is Michael Wisniewski's email address?

Michael Wisniewski's email address is mw****@****hoo.com

What is Michael Wisniewski's direct phone number?

Michael Wisniewski's direct phone number is 888-734*****

What schools did Michael Wisniewski attend?

Michael Wisniewski attended Johns Hopkins, London Business School, Purdue University, Ohio University, Aba Stonier Graduate School Of Banking.

What skills is Michael Wisniewski known for?

Michael Wisniewski has skills like Software Development, Risk Management, Banking, R, Python, Tensorflow, Sql, Stress Testing, Predictive Modeling, Consumer Behavior Modeling, Stochastic Models, Data Warehouse Architecture.

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