Open to opportunities

Manoharan Doraisamy

@manoharandoraisamy

Message

I build production Generative AI platforms, RAG applications, and enterprise AI solutions.

India

Message

What I'm looking for

I'm looking to design and deliver production-ready Generative AI and AI agent platforms, translating business requirements into secure, scalable, observable enterprise solutions while mentoring engineering teams.

I'm building reusable AI agent platform capabilities at Ashley GCC, spanning orchestration, governance, observability, security, tool integration, and deployment standards. My work covers production Generative AI, RAG, AI agents, and cloud-native AI services using Python, Azure OpenAI, LLMs, LangChain, and vector databases.

I've delivered warehouse object detection and tracking with YOLO, PDF extraction and querying with Cosmos DB, natural-language SQL querying, and LLM workflow automation for HR absence tracking. I also design CI/CD pipelines for cloud and edge AI workloads, including NVIDIA Jetson deployments, and contribute to architecture reviews, POCs, implementation guidance, and mentoring.

Across Ashley GCC, Alyx, DXC Technology, Customer Analytics, and HCL Technologies, I've built AI, big data, integration, analytics, blockchain, and enterprise solutions. I'm an Ashley GCC Innovation Beacon award winner for 2025, bringing 20+ years of software engineering and solution architecture experience to production-ready AI delivery.

Experience

Work history, roles, and key accomplishments

Current

AI Solution Engineer II

Current

Ashley Global Capability Centre

Jul 2023 - Present (3 years 2 months)

Designs and develops production-oriented Generative AI and agentic AI solutions using Python, Azure OpenAI, LLMs, RAG, LangChain, and vector databases. Owns AI solution delivery from architecture through implementation, integration, testing, deployment, and operational support.

Python Azure OpenAI LLM RAG Lang Chain Vector Databases Computer Vision YOLO TensorFlow Azure DevOps CI CD Docker Kubernetes Whisper

Senior Solutions Architect

Alyx

Apr 2021 - Jun 2023 (2 years 2 months)

Architected and implemented Generative AI chat solutions for healthcare marketing, lab solutions on Azure, and analytics dashboards using AWS QuickSight. Developed data pipelines, logging libraries in Golang for Kafka, and smart contracts for ERC20 and ERC721 tokens.

Generative AI Azure QuickSight Data Pipelines Kafka Ethereum Solidity ERC20 ERC721 Power Platform

Senior Project Manager

DXC Technology

Oct 2019 - Mar 2021 (1 year 5 months)

Worked on HP's installed base product using Apache Spark and MongoDB, and played an architect role for an integration project with a healthcare client.

Apache Spark MongoDB Integration Architecture

Senior Technical Manager

Customer Analytics

Sep 2010 - Aug 2019 (8 years 11 months)

Held various roles including Integration Specialist, Big Data Architect, R&D Manager, and Technical Manager. Architected machine learning models for lead generation, real-time sentiment analysis, and click stream analytics solutions.

Apache Spark HBase D3.Js MapReduce MuleSoft Apigee ELK Power BI IoT Android

Project Lead

HCL Technologies Ltd.

Jan 2003 - Sep 2010 (7 years 8 months)

Played various roles ranging from Developer to Project Manager, working on international financial services projects for clients such as Lloyds TSB Group, Commonwealth Bank of Australia, and Halifax Bank of Scotland.

Project Management Financial Services Banking Team Leadership