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Sreenaina Koujala
Mid-level Full-Stack & AI Engineer specializing in cloud and intelligent systems
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About
Builder with experience across government contracting, engineering automation, and solo AI product development. They architected a serverless AWS pipeline that converted unstructured BIM data into IFC 3D models, built an enterprise internal-data chatbot with auditability and guardrails at Steampunk, and independently launched an AI study platform using Claude. Strong fit for early-stage or ambiguous environments where end-to-end ownership and practical AI systems matter.
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Key Strengths
- End-to-end full-stack product ownership
- Serverless AWS architecture design
- Built 8-function Lambda pipeline for BIM-to-IFC conversion
- Automated manual engineering workflow
- Enterprise AI chatbot development in regulated environment
- LLM guardrails and validation design
- Structured tool use with Pydantic and MCP
- Human-in-the-loop AI decision making
- AI product prototyping and solo shipping
- Strong planning and architecture in ambiguous environments
- 45% reduction in data retrieval time
- 70% reduction in manual validation overhead
- Real-time streaming and multi-turn conversational UX
- Evaluation mindset for agentic systems
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