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Amruth Reddy
Mid-level Software Engineer specializing in Python backend and AI applications
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About
ML engineer at CGI who built demand forecasting models end-to-end, from feature engineering and training through AWS deployment. Stands out for a production-first mindset and strong skepticism of AI-generated code, including catching a Copilot-generated SQL query that would have caused a costly full table scan in production.
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Key Strengths
- End-to-end ML pipeline ownership
- Production-focused ML mindset
- Strong judgment reviewing AI-generated code
- SQL performance and scalability awareness
- Practical use of agents for automation
- Thoughtful evaluation of multi-agent tradeoffs
- Systems coordination across data pipelines and downstream integrations
- Hands-on experimentation with new AI techniques
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