Mohammed Shahnawaz
AI/ML Engineer specializing in Generative AI, RAG pipelines, and multi-agent systems.
About
AI/ML Engineer specializing in Generative AI, RAG pipelines, and multi-agent systems. Architected and deployed production-grade AI applications and enterprise microservices, with strong focus on prompt engineering, model evaluation, and building scalable backend integrations (Python/FastAPI) for business solutions.
Bridging advanced machine learning workflows with robust systems engineering—optimizing retrieval and embeddings to improve output quality, and delivering secure, performant services using JWT, MongoDB, Redis, Docker, and CI/CD.
- 1 year's experience
- Joined July 2026
Industry experience
- Education
- Healthcare
- Software & Internet
- Professional Services
- Financial Services
Work experience
Architected and deployed 4 production client systems, including an enterprise RBAC platform and an AI-powered soft skills academy. Built a scalable LangChain RAG pipeline using ChromaDB and FAISS, improving retrieval tuning and reducing hallucinations for core document intelligence features. Optimized LLM workflows via prompt engineering, retrieval/embedding optimization, and algorithmic problem-solving techniques. Designed RESTful microservices with JWT authentication and MongoDB Atlas to support concurrent global client deployments.
Built Spring Boot backend services and React frontend interfaces in Agile sprints. Optimized SQL database schemas to reduce query execution time by 20% and improve overall application performance.
Education
Certifications and awards
Hire Mohammed Shahnawaz today
Post a job and invite Mohammed, or contact them directly. No hidden commission.