Carlos
Altamirano
Business Analyst · AI Builder · MBA · Industrial Engineer — Now shipping the AI products that measure, model, and accelerate the way businesses work.
Business Analyst and AI Builder with 7+ years in banking and valuations, based in Vancouver (Permanent Resident). I ship production AI systems — FlowLens (process mining, PM4Py + LLM), FinSight Pro (multi-agent LangGraph with pgvector RAG over SEC filings), CleanTably (live SaaS, 100% pipeline success). Finance depth most AI builders don't have ($500M restructured, 500+ valuations, MBA), production shipping most analysts don't have. The combination is rare.
Real process maps from raw event logs.
PM4Py Inductive Miner + LLM diagnostic insights. 4 live demos — compliance, banking, healthcare, ITSM. Scales to 150k cases in under 90s.
Precise answers from SEC filings. Zero hallucinations.
Multi-agent LangGraph. Router + Doc Agent (Voyage + BM25) + Risk Agent (6 deterministic signals). 4hrs → 60s.
PDF & invoice to Excel, via multimodal AI.
Auto-classifies 7 doc types. 5-strategy JSON error handler achieves 100% success in production.
- LangGraph
- RAG / pgvector
- Claude API
- Multi-agent systems
- Prompt Engineering
- OpenRouter
- AI model evaluation
- Python
- FastAPI
- SQL (Advanced)
- JavaScript
- HTML / CSS
- Cloudflare Pages
- Railway · CI/CD
- Financial Analysis (7y)
- Portfolio Management
- Asset Valuation
- Risk Assessment
- Excel / Dashboards
- Credit Analysis
- KPI Design
Present
- Led $25M fleet appraisal — 80 Caterpillar units, team of 3 analysts, bank-grade deliverables
- 500+ individual heavy equipment valuations for banking credit decisions
- Promoted within 11 months on manager recommendation
- Designed a 3-phase AI automation prototype — own initiative
- Managed analytics and strategy for $30M portfolio of 25,000+ delinquent accounts
- Co-developed $500M COVID loan restructuring covering 150,000 accounts in 3 months
- Built SQL pipelines for daily portfolio segmentation, targeting and KPI reporting
- Promoted to Junior Manager within the same department
- Managed real estate appraisal process for 100+ properties valued at $75M
- Coordinated 20+ external appraisal firms across the country