Deovrat Netam
- Role
- Analyst at Deloitte
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Deovrat Netam
Hi! I’m Deovrat, an ML Engineer at Deloitte, passionate about building robust, scalable…
Experience
Analyst
Jan 2024 — Present · Bengaluru, IN
Enginnered the modernization of legacy systems and contributed to the development of multi-bot LLM-based ticketing systems, resulting in over 95% task automation accuracy.Engineered Agentic AI workflows leveraging LangGraph for SQL error detection, integrating with MS Teams and ServiceNow to facilitate automated ticketing and human-in-the-loop review processes.Implemented Retrieval-Augmented Generation (RAG) pipelines utilizing Pinecone, Azure Cognitive Search, and LLMs to automate document understanding and insights generation across various client projects.Developed a layout detection module using Python, OpenCV, and Tesseract OCR to convert scanned documents into structured JSON (pages, headers, tables, figures), leading to a 13% improvement in extraction accuracy.Constructed NER-based and decision-tree models using TensorFlow for automated field extraction and validation, resulting in increased data accuracy and reduced reliance on rule-based dependencies.
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