Md Riyadh

Experienced Backend Software Engineer | PhD in Applied AI

Lead Engineer with deep expertise in building and maintaining scalable backend and data systems serving millions of users across domains such as Real Time Fraud Detection, Online Experimentation Platform, and a forerunner in building and enabling Agentic AI platforms from the ground up.

Recent Engineering Work

Reducing infrastructure cost by optimizing data retrieval strategy of a high-throughput backend service SpellVault's evolution: Beyond LLM apps, towards the agentic future Seamless migration of high-volume real-time streaming system More...

Open Source Contributions

liteflags-rs Lightweight Rust feature flags for explicit rollout control TinyMCP FastAPI-friendly MCP toolkit for exposing tools to AI clients weighted-random-hit Weighted random sampling utility for balanced stream sampling

Research Publications

GAN-BElectra: Enhanced multi-class sentiment analysis with limited labeled data Towards automatic evaluation of NLG tasks using conversational large language models ECSGen and iZen: A New NLP Task and a Zeroshot Framework to Perform it More...