March 09, 2025
In this post, I explore how generative AI, powered by tools like LangChain and LlamaIndex, is transforming audit processes. Drawing from my work at BDO UK, I discuss the impact of Retrieval-Augmented Generation (RAG) systems and fine-tuned LLMs on task automation, achieving a 9x acceleration in audit workflows.
Read MoreJanuary 15, 2024
Scaling machine learning pipelines for a $20B+ retailer is no small feat. In this post, I share insights from my time at ShopriteX, where I led the development of an optimization engine using PyTorch and AWS. Learn how we boosted margins by 15% and the key MLOps practices that made it possible.
Read MoreJune 20, 2019
At Glacier by Santam, I pioneered an ML model to optimize annuity allocations, enhancing retirement benefits for 10,000+ clients. This post dives into the intersection of actuarial science and machine learning, sharing how Python and MorningStar data drove a 25% increase in client satisfaction.
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