Dwayne Dcosta@dwayne_dcosta-dev
1
Events attended
1
Submissions made
India
1 year of experience
About me
AI Solutions & Governance Engineer specializing in production-grade LLM orchestration, token optimization, and structured pipeline frameworks. Backed by an M.Sc. in AI & Big Data, my experience spans building conversational AI workflows, monitoring model hallucinations, and engineering automated backend architectures. Joining Track 1 to deploy secure, token-efficient, and containerized hybrid routing agents on AMD enterprise infrastructure.
🤓 Latest Submissions
Instinct Gate
Instinct Gate is an autonomous, containerized middleware routing engine engineered to optimize enterprise LLM orchestration layers. Built natively for highly scalable deployments, the engine dynamically balances token footprints to mitigate unsustainable API cost inflation, request latency overhead, and unmanaged cloud budget waste. Relying on a local tokenizer framework, the platform systematically reads incoming raw payloads. Low-complexity inputs are natively executed on decentralized, cost-free edge nodes. When high-volume or heavy algorithmic scripts are injected, the intelligent system smoothly up-shifts processing requests to premium remote inference clusters in under three seconds. The application architecture includes a production-grade Streamlit telemetry web interface, a comprehensive financial logging canvas tracking cost metrics down to the fifth decimal place, and an enterprise deployment manifest verified for public registries.
13 Jul 2026
