Dapinder Singh
AI Enterprise Solution Expert | Enterprise AI Strategist | LLM & RAG Architect | Data Science & Deep Learning | Microsoft Azure Cloud | DevOps | Java & .NET Engineering
- Role
- Senior Engineer at Microsoft
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Dapinder Singh
AI & Cloud Architect with 20+ years of experience delivering intelligent, scalable…
Experience
Senior Engineer
Mar 2024 — Present · Bengaluru, IN
Architected and led enterprise-scale AI/data platforms using Azure Synapse and GPT-4 for intelligent customer service, anomaly detection, and automated insights.* Designed and implemented RAG (Retrieval-Augmented Generation) pipelines using Azure Cognitive Search to enhance LLM responses with real-time enterprise data.* Defined technical vision and roadmap for AI/ML initiatives, aligning with global business and compliance strategies.* Built and deployed scalable APIs using.NET and Azure Functions, including containerized deployments via Docker for streamlined CI/CD and environment consistency.* Developed FastAPI services in Python for high-performance microservices supporting real-time inference and data integration workflows.* Created secure and scalable ML workflows using MLOps pipelines, enabling automated deployment, testing, and model monitoring.* Mentored teams on LLM fine-tuning, embedding strategies, and agent orchestration using LangChain and Azure OpenAI.* Established enterprise standards for Responsible AI, data governance, observability, and telemetry using Kusto (ADX), Log Analytics, and App Insights.
Education
Indian Institute of Technology, Madras & LJMU
Masters in Machine Learning and AI
2021 — 2023
Post Graduate Diploma in Computer Application
PGDCA
M S Ramaiah Institute of Technology (MSRIT)
Bachelor's degree
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