Mariusz Szymoniak headshot

Hi. I'm Mariusz Szymoniak.

AI, data science, finance, and business strategy leader with 15+ years leading teams that build, deploy, and productionalize finance products, machine learning, NLP, and Generative AI at Fortune 100 scale. I modernize legacy ecosystems, implement enterprise AI capabilities, and deliver predictive and GenAI-powered tools across capital, liquidity, credit, and finance planning.

Email: bazkin.ai@gmail.com

See my services

AI consulting for finance, risk, and planning teams.

GenAI, forecasting, platform modernization, and governance—built for regulated environments.

Generative AI & NLP Products

LLMs, RAG, embeddings, and NLP (BERT/RoBERTa/GPT/LLAMA) to deliver executive Q&A, earnings call intelligence, human-language querying, and insight generation—production-ready and measurable.

Forecasting & Scenario Modeling

AI-driven prediction, scenario generation, and automated insights to reduce decision cycles and improve accuracy. Scaled real-time scenario platforms to 13M monthly executions and improved throughput 18×.

Governance & Reporting Modernization

Controls, auditability, traceability, and data lineage for AI and finance reporting. Delivered centralized regulatory reporting for capital, liquidity, IRR, and CCAR; improved stability and reduced downtime.

Selected outcomes and programs.

Representative work across AI products, finance platforms, and regulated modernization.

Let’s talk!

Tell me what you’re trying to build (or fix) and I’ll respond with next steps.


Direct contact

Email: bazkin.ai@gmail.com

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