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Kwadwo Poku
Mid-level Full-Stack Software Engineer specializing in FinTech and cloud platforms
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About
Software engineer who built and launched an end-to-end Ad Scheduler that automated campaign creation across Google Ads and Meta using Azure Functions/Service Bus, PostgreSQL, and a React frontend—reducing manual marketing ops work. Also shipped a production internal RAG chatbot leveraging a data warehouse + Cube semantic layer, Gemini embeddings, vector search, and Claude, with Langfuse tracing and brand-based access controls; work was cut short due to layoffs.
Experience
Education
Key Strengths
- Owned and shipped an end-to-end ad scheduling system (UI, backend, infra, DB)
- Designed reliable scheduled job execution using Azure Service Bus queues
- Pragmatic data modeling tradeoffs (hybrid storage vs API fetch to balance performance and sync risk)
- Built cross-platform marketing automation integrating Google Ads and Meta APIs
- Implemented production RAG chatbot workflow (embeddings → vector search → LLM response)
- Implemented LLM guardrails: query tracing/observability (Langfuse) and access-scoped retrieval
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