Production system architectures, case studies, and open-source work.
Core platform architectures powering production workloads.
Planner-executor-reviewer agents with persistent memory, real-time market data, and ML-driven risk profiling
Hybrid search with dense and sparse retrieval, reranking, guardrails, and production-grade response generation
Real-time streaming with Kafka, Flink, Delta Lake, and Snowflake powering analytics and AI feature pipelines
Sub-50ms decision engine with feature store, model serving, and real-time response generation
Production systems and architecture highlights.
Traditional ad insertion systems couldn't optimize for viewer engagement in real-time, leading to poor ad performance and viewer churn.
AI-powered real-time ad optimization system for streaming media, processing millions of ad decisions per second.
Sales teams spent hours manually analyzing customer interactions to identify opportunities, missing critical signals in the noise.
NLP-powered system for analyzing customer behavior and generating actionable intelligence for B2B sales teams.
Business users needed to query complex databases without writing SQL, but existing solutions couldn't handle domain-specific terminology and complex joins.
Building a system that translates natural language questions into SQL queries for intelligent data access.