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Apurva Banka
Mid-level Full-Stack & AI Engineer specializing in cloud, data platforms, and LLM automation
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About
Software engineer/product builder who has owned an agentic affiliate lead-gen platform end-to-end (Django + React/TypeScript) and deployed it on Kubernetes in anticipation of 10x user growth from ~5K DAUs. Also has healthcare claims microservices experience using Kafka, including hands-on performance tuning to address consumer lag and broker pressure, and built an internal downtime alerting tool adopted across the organization.
Experience
Education
Key Strengths
- Owned and shipped a customer-facing agentic affiliate platform end-to-end (schema, APIs, agent flow)
- Rapid iteration using beta tester feedback loops and structured prioritization (bugs → enhancements → features)
- Quality-focused release process with automated pytest coverage and LLM behavior tests gating production deploys
- Scalable web architecture using Django + React/TypeScript with Kubernetes deployment for anticipated 10x growth (from ~5K DAUs)
- Kafka microservices experience in healthcare claims with event-driven design and consumer group patterns
- Resolved Kafka scale issues (consumer lag/broker pressure) via partitioning, horizontal scaling, tuning, and hot-path topic separation
- Built and drove adoption of an internal downtime alerting tool to improve service availability awareness
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