Vittorio Pepe
I'm a results-driven AI solution architect and machine learning engineer focused on building scalable, multi-agent systems powered by LLMs.
About
I’m a results-driven AI solution architect and machine learning engineer focused on building scalable, multi-agent systems powered by LLMs. I translate complex regulatory and business needs into practical AI solutions for AML, risk, and intelligence operations.
With hands-on expertise in Python, ML frameworks, data pipelines, and cloud platforms, I design trusted AI personas, orchestrate agents, and craft prompts that unlock actionable insights while collaborating with stakeholders to drive strategic AI initiatives.
- 4 years' experience
- Joined October 2025
Languages
- EnglishFluent
- Spanish; CastilianFluent
- ItalianFluent
Industry experience
- Computers & Electronics
- Software & Internet
- Financial Services
- Professional Services
- Other
Work experience· 5 roles
Designed and delivered a multi-agent Generative AI platform to automate AML and financial crime compliance. Integrated LLMs (ChatGPT, Claude) with persona modeling, advanced prompt engineering, and workflow automation to extrapolate key insights and red flags from regulatory datasets, agency reports, and global financial news. Implemented intelligent features for content generation, summarization, key point extraction, regulatory compare/contrast analysis, and automated policy updates.
Led the development of the company’s AI strategy and delivered the first AI solution for risk management and crime predictions of physical assets. Built ETL data pipelines on Azure (Data Factory, Data Lake, Synapse) and deployed models (Falcon-40B, BERT, Bard, ChatGPT) within AI/ML Studio. Managed a cross-functional team of 10 and defined the 3-year AI product roadmap with senior leadership.
Analyzed voyage data (PostgreSQL) and navigation documents (MongoDB) for 300 vessels over five years to improve efficiency. Built predictive models, performed EDA with Pandas/NumPy/Scikit-Learn, and prepared datasets including GPS positions, heading, speed, and fuel consumption for operational decision-making.
Education
Certifications and awards
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