Private Trading Product

News-Gathering Trading Intelligence

RAG and Decision Support

Built a system that ingests market news, normalizes signals and produces stock-level structured fundamental analysis.

Impact

Shortened research cycles and improved consistency in stock-level analysis.

PythonLLM Analysis LayerMarket Data APIsDashboard UI

RAG Development

Grounded responses with retrieval, indexing and context controls.

Voicfy

Built a full-stack voice platform from product concept to production deployment, including billing, user flows and scalable architecture.

Voicfy

Developed a diffusion-based real voice TTS system with training and inference pipelines for production usage.

B2B Operations Team

Implemented triage and routing automation across service channels with human-in-the-loop controls and audit-ready execution logs.