Harsh Singhal
Senior Data Scientist | Building Production-Scale GenAI Document Intelligence Systems
- Role
- Ai Engineer at Citi
- Location
- Tampa, FL, US
- LinkedIn followers
- 500 followers
About Harsh Singhal
Data Scientist specialising in Generative AI, Large Language Models (LLMs), and Document AI. Experienced in building end-to-end ML and GenAI pipelines for document extraction and reconciliation, including prompt engineering, sequential LLM chaining, and risk-sensitive evaluation strategies.Strong expertise in MLOps and ML systems, with hands-on experience in MLflow, Docker, Dagster, model deployment, workflow orchestration, and API-based serving on enterprise platforms. Proven ability to analyze LLM non-determinism, monitor model performance across environments, and collaborate with product, engineering, and risk stakeholders to deliver production-grade AI solutions.
Experience
Ai Engineer
Feb 2026 — Present · Tampa, FL, US
Education
Delhi Technological University (Formerly DCE)
Bachelor of Technology, Computer Science
2016 — 2020
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