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kartikeya tiwari
Senior Software Engineer specializing in AI systems and platform engineering
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Backend/AI engineer with experience owning production systems in fintech and product startups, including a predictive scaling platform that cut AWS spend by 40% and an ambiguous social-intelligence feature that doubled MRR from $50K to $100K. Also building AI search and document-processing workflows, with reported 99.7% extraction accuracy and hands-on use of both classical forecasting and modern LLM stacks.
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Key Strengths
- Owned backend systems end-to-end from design through operations
- Reduced AWS costs by 40% via predictive scaling platform
- Strong observability and reliability mindset in financial/high-stakes systems
- Makes pragmatic architecture tradeoffs across reliability, latency, scalability, and developer velocity
- Shipped ambiguous zero-spec product features by identifying customer behavior gaps
- Doubled MRR from $50K to $100K by launching a social intelligence feature
- Built AI-powered search and document-processing workflows
- Achieved 99.7% accuracy in document extraction workflows
- Hands-on with both statistical forecasting and LLM/ML-based approaches
- Uses rigorous model evaluation techniques beyond naive LLM reliance
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