AI systems
AI Recruitment Automation
Source, score and schedule: an end-to-end hiring pipeline for a US recruiting team.
PythonFastAPILangGraph
AI systems
Investor Relations AI
Turns source documents into cited quarterly press releases, remarks and Q&A memos.
The problem
Every quarter the IR team rebuilt the same drafts from dozens of Word documents and had to check every figure against its source.
What we built
- Ingestion of source Word documents with automatic source selection for each draft
- Draft generation for press releases, prepared remarks and Q&A memos, with citations
- Agent memory and memory compaction so very large document sets stay reliable
- A review dashboard for editing and approving drafts
Outcome
Results are being measured. We only publish numbers we can stand behind.
Related work
AI systems
Bankruptcy Case Automation
RAG search, statement analysis and AI-assisted court filings for a bankruptcy practice.
PythonGeminiGoogle ADK
AI systems
Multimodal RAG Assistant
A chatbot that answers from text, images and documents together, with sources.
PythonRAGGemini
Next step
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