Open to opportunities

Kunwar Malik

@kunwarmalik

Message

AI/Backend engineer building production-ready LLM agents, conversational SQL systems, and scalable Django APIs.

India

Message

What I'm looking for

I’m looking to build production-ready LLM agent systems with solid backend engineering—shipping reliable conversational experiences, schema-aware LLM-to-SQL, and cost-efficient deployments on AWS within a team that values quality and iteration.

I’m an AI/Backend Engineer specializing in LLM-powered applications and agentic AI systems. At Shiwansh Solutions, I build production-grade conversational agents, Natural Language-to-SQL pipelines, and backend APIs that turn LLM prototypes into reliable services.

I focus on agentic workflows and structured query execution—building schema-aware SQL generation, enforcing validation and safety constraints, and optimizing orchestration to reduce LLM costs. I also deploy backend services on AWS (EC2) using Docker Compose, integrating tool calling and multi-step LangGraph flows for real-world, context-aware experiences.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer (LLMs & Backend)

Current

Shiwansh Solutions

Jun 2025 - Present (1 year)

Built an enterprise coding copilot using Python and LLaMA-based LLMs, and implemented prompt canonicalization/preprocessing to normalize informal queries and reduce prompt processing time. Optimized LLM prompt orchestration and modular workflows with the Groq API and Redis, reducing LLM costs up to 30%, and deployed Django/Flask + PostgreSQL services with agentic LangGraph tool-calling.