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Girish jha

@girishjha

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I build production GenAI, RAG, and cloud-native ML platforms across Azure and AWS.

India

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What I'm looking for

I'm looking for AI/ML platform, technical architecture, or cloud AI leadership roles where I can build production GenAI systems, scale secure multi-cloud platforms, and mentor engineering teams.

At Circumcircle Innovation for TVS Motor Company, I own an end-to-end multi-country AI/ML platform across Asia, LATAM, and SEA. I shipped a production RAG pipeline using Azure OpenAI, Azure AI Foundry, and LangGraph, alongside Python-based agentic workflows and FastAPI-style services.

Previously at Syntel (Atos Group), I led enterprise GenAI platform delivery across GPT-4, Azure OpenAI, Azure AI Foundry, AWS Bedrock, and SageMaker. I also built high-throughput Python and C#/.NET microservices for UK Railways e-Ticketing and HCA Healthcare, and mentored 10+ AI and backend engineers.

Across 15+ years in software and cloud engineering, I’ve built reliable distributed systems, MLOps workflows, secure data pipelines, and cloud-native APIs for organizations including HPE Financial Services, British Telecom, Cisco, GE Healthcare, NTT Data, Exxon Mobil, and Aegon Life Insurance.

Experience

Work history, roles, and key accomplishments

Current

Sr. Principal Engineer - AI Platform & Cloud Architecture

Current

Circumcircle Innovation, TVS Motor Company

Jun 2025 - Present (1 year 3 months)

Owns an end-to-end multi-country AI/ML platform spanning Asia, LATAM, and SEA, combining Azure and AWS PaaS services. Designed and shipped a production RAG pipeline using Azure OpenAI (GPT-4) and Azure AI Foundry, orchestrated with LangGraph, and established an MLOps framework on AzureML and MLflow.

fastAPI Azure OpenAI Azure AI Foundry LangGraph Azure Service Bus Azure Functions Azure azure monitor Application Insights Azure ML MLFlow JWT AWS IAM Azure RBAC Azure DevOps Zero Trust DevSecOps

Lead Software Engineer - GenAI, Cloud & API Architecture

Syntel (Atos Group)

Jan 2022 - Mar 2025 (3 years 2 months)

Led the design and delivery of an enterprise GenAI platform that unified GPT-4 and open-source models through Azure OpenAI, Azure AI Foundry, and AWS Bedrock/SageMaker. Architected high-throughput, cloud-native microservices and APIs in Python and C#/.NET Core for UK Railways e-Ticketing and HCA Healthcare Payment Platform.

Python C#.NET Core Azure OpenAI Azure AI Foundry AWS Sagemaker Azure Service Bus Redis Kafka Kubernetes DevSecOps Azure DevOps

Lead Developer - Backend & Cloud Architecture

TATA Elxsi

Jan 2021 - Jan 2022 (1 year)

Directed backend cloud architecture for HPE Financial Services' leasing platform, building containerized REST APIs in C#/ASP.NET Core on Azure alongside serverless integrations on AWS Lambda, S3, and IAM. Built SQL Server schema optimizations and performance-tuning scripts for intensive multi-tenant financial data workloads.

C#ASP.NET Core Azure AWS Lambda S3 AWS IAM SQL Server REST APIs Containerization

Lead Software Engineer - Distributed Systems & REST API

Virtusa Consulting

Mar 2019 - Jan 2021 (1 year 10 months)

Scaled core telecom lifecycle and billing APIs in C# and Python (FastAPI) for British Telecom (BT) and Cisco to handle high traffic volumes, while prototyping early NLP and AI model-serving infrastructure.

C#Python fastAPI REST APIs Distributed Systems NLP

Senior Software Engineer / Technical Lead

GE Healthcare & NTT Data

Dec 2011 - Mar 2019 (7 years 3 months)

At GE Healthcare, delivered platform components using secure C#/.NET Core design within HIPAA-compliant data pipelines, leveraging AWS S3-based secure storage architectures. At NTT Data, owned full-stack .NET development for major clients (Exxon Mobil, Aegon Life Insurance), spanning distributed databases and AWS S3 data pipelines.

C#.NET Core HIPAA S3 Full Stack Developer