Prasanna Bagal
@prasannabagal
I build LLM compliance engines and scalable ML workflows that reduce processing time.
What I'm looking for
At Deutsche Bank, I lead a team of six engineers and data scientists building an LLM-powered AI compliance engine for CRR3, CoRep, Fin Rep, and Pillar3 mapping. I implemented RAG workflows that reduced compliance processing time by 40% within six months and enforced Kubernetes and MLflow CI/CD pipelines that cut deployment time by 50%.
Previously at TTEC Digital, I led sentiment-model development with PyTorch transformers and RoBERTa, improving accuracy by 15% and reducing false positives by 20% through ROC-AUC validation. I also automated the migration of seven models to PySpark and helped reduce annual compliance operating costs by $200k.
At Comscore, I worked on MMX, VMX, and VMXMP products across desktop, mobile, and OTT, optimizing PySpark pipelines on GCP to reduce processing time by 35%. My earlier work for American Express, Barclays, Kroger, McDonalds, and Citi covered retention engines, credit-risk validation, ETL, forecasting, and statistical analysis.
I'm seeking a Senior AI Engineer role where I can apply AI development and workflow optimization to drive innovation and support a sustainable economy that empowers people globally.
Experience
Work history, roles, and key accomplishments
Lead and mentor a cross-functional team of 6 engineers and data scientists, directing task delegation, technical governance, and cross-departmental stakeholder collaboration across the end-to-end SDLC. Led design of AI compliance engine using LLMs to automate regulatory updates and speed BRD generation.
Education
Degrees, certifications, and relevant coursework
Bowling Green State University
Master of Science, Analytics
2015 - 2016
Master of Science in Analytics from Bowling Green State University from 2015 to 2016.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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