A curation of software architecture, AI experimentation, and technical narratives.
Conversational AI that eliminated 320+ hours of manual work per quarter
Reducing mean incident query resolution time by 60%
Hybrid multi-retriever orchestration for long-term conversational memory - Recall@5 0.65 → 0.83
Dual InceptionResNet + BiLSTM achieving 94.5% accuracy
Fine-tuned Llama-3.2-3B achieving 46.2% on GSM8K (+65% over zero-shot CoT)
Lowering cross-system propagation latency for 70+ downstream applications
Travel conversational agent that replaces clicks with conversations
AI-powered construction project management with document intelligence
Visual AI assistant platform - Figma for conversational AI + a debugger for AI behavior
