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Yash Desai

@yashdesai1

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Agentic AI engineer building production RAG pipelines and multi-agent orchestration.

India

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What I'm looking for

I want to build production RAG and multi-agent systems in small, high-ownership teams—shipping benchmarked AI from zero to production. I’m excited by reliable tool calling, stable pipelines, and real-world impact through open-source collaboration.

I’m a generative AI engineer specializing in production RAG pipelines, multi-agent orchestration, and open-source AI tooling. I authored vectorDBpipe (PyPI), improving retrieval precision to 26% above baseline (0.92 MRR) with p50 latency of 18.4ms and ingestion throughput of 42.5 chunks/sec.

I contribute to real-world open-source AI projects like BharatData, an API-first platform that unifies India’s public datasets through a unified API across GovTech, HealthTech, AgriTech, and Education. I’ve also architected a multi-agent workflow automation system—using tool calling, persistent FAISS memory, and Docker/FastAPI deployment—to cut manual operational effort by 80% and deliver consistently high-accuracy outputs.

Experience

Work history, roles, and key accomplishments

Gen AI & LLM Process Intern

Qualitas Global Services LLP

Apr 2025 - Jun 2025 (2 months)

Performed structured data and sports annotation for GenAI pipelines, supporting high-quality labeled datasets for LLM training and fine-tuning. Conducted prompt evaluation and output quality assessment, ensuring annotation consistency and contributing to quality benchmarking.

Data Annotation Prompt Evaluation Output Quality Assessment Annotation Consistency Checks Benchmarking Quality Assurance