Harshit Singh

I am an AI engineer focused on building agentic LLM systems, retrieval-augmented applications, and production-ready ML infrastructure. I lead end-to-end design, development, and deployment of intelligent features that deliver measurable cost and latency improvements.

At Axia I acted as the sole AI engineer on a stealth horoscope app, creating culturally aligned Japanese-language guardrails, agent workflows, monetizable chatbot features, and API services with CI/CD that reduced AWS costs by 50% and improved latency.

My projects span Natural Language Database interfaces, RAG with adapter-based fine-tuning, and multi-agent automation for hiring workflows—each emphasizing security, human-in-the-loop validation, and scalable microservice architectures on Kubernetes and cloud platforms.

I prioritize pragmatic engineering, cost optimization, and clear product thinking to translate ML research into reliable, production-grade systems that meet business needs and user expectations.