Back to HomeFeb 2024 - Present
Sahil Umraniya
Full Stack & Backend Engineer
Software engineer with 2+ years of experience building scalable, production-grade web applications. Strong focus on backend architecture, API performance, and distributed job processing. Hands-on experience with Generative AI systems, RAG, and developer productivity tooling.
Professional Experience
Software Engineer (Full Stack)
Smartters Software
- Designed and shipped full-stack features using React, Next.js, and Node.js for production-scale systems.
- Optimized backend APIs and database access patterns, reducing average response latency by over 30%.
- Architected a Redis-backed asynchronous job processing system supporting batch, delayed, and event-driven workflows.
- Built schema-driven, reusable form and table abstractions, reducing frontend duplication by 50%.
- Implemented multilingual support, scheduled background jobs, and real-time complaint tracking workflows.
Featured Projects
ReplyMe — AI Customer Support
Conversational AI | RAG | Rasa
AI-driven customer support chatbot using Rasa and RAG pipelines. Enabled domain-specific QA by indexing structured/unstructured knowledge bases.
Technical Arsenal
Frontend
ReactNext.jsTypeScriptTailwind CSSMUI
Backend
Node.jsExpress.jsFeathers.jsSpring Boot
AI / ML
Generative AILLMsRAGPrompt Eng.Conversational AI
Databases
MongoDBPostgreSQLMySQLRedis
DevOps
GitDockerAWSJenkins
