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Chitransh User

@chitranshuser

Message

I build production-ready agentic AI systems, retrieval pipelines, and deployed machine learning products.

India

Message

What I'm looking for

I'm looking to build reliable, production-ready AI systems where I can own technical decisions, work on evolving products, and balance accuracy, speed, and long-term maintainability.

I architected core retrieval and memory components for Jnanik AI's multi-tenant conversational AI system, supporting an acoustic water-leak detection client. I owned the design and implementation of 9+ capabilities, including hierarchical retrieval, knowledge-graph-augmented retrieval, and HyDE-based query expansion.

At TetraNoodle Technologies, I deployed 5+ production-ready ML models with containerization, CI/CD automation, and monitoring. I also fine-tuned LLMs for domain-specific tasks, improving inference accuracy by 30%, and automated ML workflows that reduced manual processing overhead by 70%.

I build end-to-end AI products across deep learning, NLP, computer vision, and semantic search, from medical-image classification to AI-assisted web applications. I enjoy making independent technical decisions while balancing accuracy, speed, and long-term maintainability.

Experience

Work history, roles, and key accomplishments

Engineering Intern (Direct Founder Track)

Jnanik AI

Apr 2026 - Jul 2026 (3 months)

Architected core retrieval and memory components of a multi-tenant conversational AI system, including hierarchical retrieval and knowledge-graph-augmented retrieval. Built and ran a structured QA evaluation framework to benchmark response quality against a competing system.