Real Projects, Real Impact
Production AI systems deployed across industries
Semantic Document Processing
Challenge: RAG knowledge bases needed high-fidelity document processing that preserved semantic structure while handling complex layouts and tables.
Built a production document pipeline with workflow orchestration, AI-powered PDF parsing, hybrid search, and real-time notifications. Handles thousands of documents daily.
Real-time Voice AI Infrastructure
Challenge: Voice AI applications required ultra-low latency infrastructure with reliable transcription and real-time processing capabilities.
Designed and implemented real-time voice AI infrastructure with streaming transcription, fallback providers, and optimized audio processing pipelines for production workloads.
Cloud Infrastructure & RAG Search
Challenge: AI safety platform needed scalable infrastructure to handle unpredictable traffic spikes while maintaining sub-second response times.
Built auto-scaling cloud infrastructure on AWS/GCP with retrieval-augmented generation search system. Implemented caching layers, load balancing, and comprehensive monitoring.
Document Processing & Search
Challenge: Enterprise GRC platform users struggled to find relevant compliance documents across thousands of regulatory files.
Built document ingestion pipeline and semantic search infrastructure with vector embeddings, enabling natural language queries across the entire document corpus.
GRC Agentic Automation
Challenge: Compliance teams spent 80% of their time on repetitive manual tasks - evidence gathering, control mapping, and risk assessment.
Developed AI agents for automated compliance workflows that review evidence, map controls to frameworks, and flag potential risks for human review.
Medical Search System
Challenge: Healthcare professionals needed instant access to medical information during patient consultations without complex query syntax.
Implemented semantic search system optimized for medical terminology, with query understanding that handles clinical abbreviations and synonyms.
Cloud Infrastructure
Challenge: Carbon market platform needed enterprise-grade infrastructure to handle high-value transactions and sensitive environmental data.
Built and managed secure cloud infrastructure with comprehensive monitoring, automated backups, disaster recovery, and compliance with financial services requirements.