AI engineering · Quantitative systems · Kraków
I’m Ashish Sharma, an AI engineer working at the intersection of generative AI, model risk, and production software. I turn complex documents and data into useful systems with evidence built in.
Selected work
From source material to governed knowledge, retrieval, tools, and production delivery.
Governed AI knowledge
An evidence-first system that turns complex financial-model documentation into governed, searchable knowledge for both people and AI workflows.
What matters: Every answer stays traceable to the source page, section, text span, and pipeline version.
AI-assisted review
A scenario-comparison workflow that combines governed retrieval with Python analysis to help economists review reports and accelerate sign-off.
What matters: Retrieval respects document permissions in SQL while the service records models, tools, latency, and user attribution for auditability.
Experience
I bring the judgment of a financial-services practitioner and the discipline of an engineer—useful when an AI system has to be more than an impressive demo.
Read the full résuméMarket risk models, Python platforms, and applied AI systems.
Credit risk modelling, portfolio monitoring, and decision support.
Portfolio analysis and risk assessment.
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