D

Deovrat Netam

AI Researcher

Bengaluru, Karnataka, India2 yrs 2 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building scalable ML and Generative AI solutions.
  • Proven track record in automating enterprise workflows.
  • Strong background in end-to-end ML pipeline development.
Stackforce AI infers this person is a Machine Learning Engineer specializing in SaaS solutions for enterprise automation.

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Skills

Core Skills

Machine LearningGenerative Ai

Other Skills

Amazon EKSArtificial Intelligence (AI)Azure Cognitive SearchC++Data StructuresDjangoFastAPILLMsLangGraphLarge Language Models (LLM)MS TeamsMulti-agent SystemsNatural Language Processing (NLP)Object-Oriented Programming (OOP)OpenCV

Experience

Deloitte

Analyst

Jan 2024Present · 2 yrs 2 mos · Bengaluru, Karnataka, India · On-site

  • 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.
LangGraphSQLPineconeAzure Cognitive SearchPythonOpenCV+4

Education

IIIT-Naya Raipur

Electrical Communication Engineering — ECE

Jan 2019Jan 2023

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