I have worked on a bunch of projects for my college peers and seniors, usually starting from a rough idea and turning it into a complete working product. I am comfortable handling backend logic and the smart parts of a project, and I vibe code the entire build end to end. I adapt quickly and focus on shipping something solid rather than overthinking every detail. If you need someone who can take an idea and just make it real, I can do that.
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Designed and built a production-grade, multi-model LLM inference platform capable of serving concurrent workloads at scale. The system supports semantic request routing to dynamically select the most appropriate model per request, improving response quality and efficiency. To ensure reliability under load, the platform incorporates load-aware request optimization and intelligent caching, significantly reducing latency and improving stability during traffic spikes. Scalability and performance were validated through extensive load testing with Locust, analyzing requests per second, error rates, and p50–p99 latency metrics to identify and address system bottlenecks. Currently working to add caching and observeability
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