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SREYAS GANGJI
Mid-level Software Engineer specializing in AI/ML backend systems
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AI/data engineer at ZS Associates focused on production-grade agentic systems, FastAPI microservices, and cloud-native ETL/RAG pipelines at significant scale. They’ve built multi-agent validation and diagnostic workflows inspired by their Copilot/KUBEPILOT AI work, supporting 500K+ records per day while improving ML inference performance by ~30% and cutting manual troubleshooting by 60%.
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Key Strengths
- Architects AI-driven systems for end-to-end SDLC orchestration
- Built and applied multi-agent workflows using LangGraph and CrewAI
- Strong FastAPI microservices and cloud-native infrastructure expertise
- Experience scaling systems processing 500K+ records daily
- Improved ML inference performance by around 30%
- Reduced manual troubleshooting effort by 60% via diagnostic automation
- Implements deterministic validation and reviewer-in-the-loop controls for AI agents
- Combines AI engineering with ETL, RAG, and distributed systems expertise
- Leads technical architecture and monitoring for AI agent workflows
- Optimizes for low-latency production systems with sub-120ms targets
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