VafaeiIntelligentConsulting
Vafaei Intelligent Consulting takes agentic AI, automation, and integration from idea to production for fintech and proptech teams that need it governed, reliable, and shipped, not hyped.
Background, employers & certifications
Where the practice has studied, delivered, and certified. Not client endorsements.
Stack & engineering
The tools behind the work, from agent frameworks to the cloud-native plumbing that keeps systems in production.
Tech stack
AI & frameworks
Cloud & infra
Languages & data
Focus: agentic systems, RAG & retrieval, intelligent document processing, enterprise integration, and responsible, governed AI in regulated industries.
from langchain_openai import AzureOpenAIEmbeddings from store import pgvector from rerank import cross_encoder def answer(question, tenant): q = embed(question) # Azure OpenAI hits = pgvector.search(q, k=20, filters={"tenant": tenant}) # hybrid + metadata top = cross_encoder.rerank(question, hits)[:6] return agent.run(question, context=top, tools=["docs", "calc"], guardrails=True)
Illustrative of the retrieval pattern shipped: embed, filtered vector search, rerank, then a guard-railed agent with tools.
Timeline
- 2024–presentFounder · Vafaei Intelligent ConsultingAgentic AI, RAG, and automation for fintech and proptech startups.
- 2022–2024Transformation Manager · ViaplayAI-driven finance automation on Azure AI and Dynamics 365.
- 2019–2021Process & Integration Engineer · ViaplayAPI-driven integration across HR, payroll, and finance.
- 2017–2019Test Automation & Scrum Master · ViaplayPython/Selenium framework and agile delivery leadership.
Measured impact
Results reported across engagements: efficiency, accuracy, and coverage gains from real delivery.
Outcomes by engagement
Let's build with AI.
© 2026 Vafaei Intelligent Consulting · AI · Integration · Automation