A journey through AI, ad tech, and academic research. Building systems that process billions of events and power intelligent experiences.
Building AI-powered features for the leading Enablement Operating System. Working with LLMs, RAG systems, and AWS Bedrock to create intelligent sales enablement tools. Developing AI features like content personalization, search optimization, and automated workflows using Claude models and cutting-edge ML techniques.
Led development of conversational AI platforms for ad operations, probabilistic user matching systems, and infrastructure automation tools. Built systems that boosted key business KPIs enabling $1M+ monthly revenue acquisition.
Multi-agent AI system for automating ad operations using GPT-4, natural language workflows for campaign creation and targeting.
Java/Spring Boot pipeline with AWS Lambda, Athena, and Aerospike for identity graph construction and ad targeting.
Internal platform using CDK for Terraform to automate containerized deployments to AWS ECS.
Researched brain cancer detection via Magnetic Resonance Spectroscopy. Developed signal processing and machine learning pipelines using matrix factorization algorithms. Part of the TRANSACT Marie Curie Initial Training Network.
Personal thoughts on tech, AI, and building things. Here I drop ideas separate from my day-to-day work.
On the meaning of "Hello World" as to what it means to be a developer. A reflection on how not all developers start with a traditional programming journey.
Read moreLessons learned from building multi-agent conversational AI systems that handle real ad operations workflows.
My journey from academic signal processing in MATLAB to building scalable ML systems in the cloud.
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A comprehensive guide to building retrieval-augmented generation systems that scale. From vector databases to prompt engineering.
Read articleDesign patterns for building robust multi-agent systems. Orchestration, state management, and error handling strategies.
Read articleHow we built a user identity graph handling millions of events per second using Aerospike and AWS.
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