Filip Szafranski
Senior Ai Engineer @KBRA
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WORK HISTORY
Senior Ai Engineer @KBRA
New York, NY, US
Lead design and development of AI components for a complex AI-driven platform automating financial reporting, reducing report generation time by up to 80%.+ Design and implement agent-based chatbots leveraging tools, function calling, and RAG to enhance user interaction and platform support.+ Develop document ingestion workflows, including parsing, chunking, and vectorization using LlamaIndex,+ Fine-tune LLM models to align AI-generated reports with business-specific writing styles and requirements.+ Evaluate and select generative AI models, balancing accuracy, cost, and latency.+ Establish prompt engineering frameworks, translating complex business methodologies into structured prompts, and enforcing prompt guardrails.+ Develop validation and evaluation strategies, including datasets and quality benchmarks.+ Oversee platform monitoring and observability, including latency, error rates, accuracy, drift detection, and real-time alerts via Weights & Biases (Weave).+ Collaborate closely with Data Engineering and DevOps teams for seamless integration of AI components, API development, optimized model inference, and adherence to performance SLAs.
EDUCATION
University of the Arts, Poznan, Poland
Master of Science (M.Sc.), Engineer in Architecture, Architecture and Urban Design
Harvard Business School Online
Certificate of Completion, Entrepreneurship Essentials
Flatiron School
Data Science
Australian Pacific College
Advanced Diploma of Marketing
ABOUT FILIP SZAFRANSKI
AI Engineer & Data Scientist helping companies unlock ROI with generative AI. I’ve successfully delivered production-grade AI systems for major U.S. financial institutions, designing advanced AI agents and automation workflows that reduce operational costs, boost productivity, and accelerate decision-making. I support clients end-to-end, from strategy and development to integration, rollout, and performance monitoring.
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