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Haider Shah
Principal AI/ML Architect specializing in GenAI, LLMs, RAG, and Agentic AI
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About
FinTech/AI engineer who has shipped an end-to-end discrepancy-detection product for financial managers using Next.js, FastAPI/GraphQL, Pinecone, and AWS (with dev/staging/prod, observability, A/B testing, and documentation). Also built an AI-native “AI Genesis” system with agentic cyclic workflows, routing, and tool use, and has experience modernizing legacy systems via the strangler fig pattern while coordinating with senior stakeholders on a 5G autonomous simulation platform.
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Key Strengths
- Owned end-to-end FinTech feature (Next.js + FastAPI + GraphQL + Pinecone) including data ingestion/extraction and AWS deployment
- Productionized AI-native systems (agentic workflows with routing, tools, and vector DB) with prompt-based guardrails and loop/threshold checks
- Uses A/B testing and observability plus structured documentation (Docusaurus/Markdown) for shipped features
- Legacy modernization using strangler fig pattern and incremental microservices migration while maintaining a single source of truth in the database
- Leverages AI coding tools with context engineering to debug complex multi-component systems (e.g., 5G autonomous simulation platform)
- Stakeholder collaboration with senior leaders (CDO/VP AI/NVIDIA solution architect) translating requirements into prioritized roadmaps and implementation chunks
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