Srinivasan V.

About Srinivasan V.

I am a Data Scientist & ML Engineer with strong experience architecting and deploying end-to-end AI and machine learning systems across Azure and Google Cloud. I specialize in translating complex business requirements into scalable, production-grade solutions involving ML pipelines, LLMs, NLP systems, and cloud-native engineering.My background includes building an end-to-end multi-classification ML model (85% accuracy) with distributed data processing, MLflow tracking, optimized feature engineering, and custom model serving on Azure Databricks with monitoring and drift detection. I also have deep expertise in NLP, where I’ve built custom Named Entity Recognition (NER) model using Flair to accurately extract domain-specific entities from unstructured text and built integrated extraction systems combining Azure Document Intelligence, SQL data integration, Azure OpenAI embeddings, Azure AI Search, and GPT-4o mini for semantic retrieval and automated data mapping.I have recently engineered an AI-powered multi-agent workflow on GCP using Google ADK and Vertex AI foundation models, enabling task-specific agents for analytics, automated chart generation, insight summarization, and PDF report creation. This system integrates directly with BigQuery and stores outputs efficiently in GCS, demonstrating my ability to design cloud-native, autonomous AI architectures.Across all my work, I focus on building reliable, scalable, and production-ready AI solutions that merge classical ML, modern LLM capabilities, cloud engineering, and automation to deliver real business value.

Experience

1. Specialist - Data Scientist

   LTIMindtree

   Dec 2024 — Present · Hyderabad, IN

   Built an end-to-end data science / GenAI solution that integrates data from diverse sources (PDFs via Azure Document Intelligence, SQL databases), utilized Azure OpenAI embeddings and Azure AI Search for semantic matching, and employed LLMs (GPT-4o mini) for intelligent data mapping.

Education

• Great Learning

  Post Graduate Program, Data Science and Business Analytics

• SRM University

  Btech, Mechanical Engineering

  2013 — 2017