PRG-001Shipped
Agentic Code Generation
Multi-agent workflow that writes and reviews executable test scripts from written test cases.
PythonOpenAIAnthropicSemantic Kernel
Open program →AI Engineer · IBM Infrastructure AI CoE
Agentic systemsthat surviveproduction.
AI Engineer at IBM’s Infrastructure AI CoE, working across NLP, large language models and generative AI. Six years shipping production AI — multi-agent orchestration, retrieval-augmented generation over real enterprise documents, and Python backends that hold at a thousand concurrent users. Four and a half years at Accenture before this.
6Years in production AI
1000+Concurrent users served
4Shipped AI systems
Capabilities
Rated 1—5- LLMs & agentic orchestrationRated 5 out of 5Multi-agent workflows, OpenAI + Anthropic, Semantic Kernel
- RAG & vector searchRated 5 out of 5QdrantDB, AWS OpenSearch, Azure AI Search
- Python & FastAPIRated 5 out of 5Async backends at 1000+ concurrent requests
- Azure AI platformRated 4 out of 5Azure OpenAI, AI Search, Functions, Vision
- AWS platformRated 4 out of 5Textract, OpenSearch, ECS Fargate, RDS
- NLP & summarisationRated 4 out of 5Insight extraction over enterprise data
- Vision & diffusion modelsRated 3 out of 5OpenCV, Stable Diffusion, prompt templating
Selected work
All programs →PRG-002Shipped
Document-Grounded Test Generation
RAG pipeline that reads specification documents — tables and diagrams included — and writes test cases from them.
PythonFastAPIAWS TextractAWS OpenSearch
Open program →Trace
Amity School of Engineering & Technology- AI EngineerIBMJun 2025 — Present · Bengaluru, India
[DESCRIBE YOUR IBM WORK — your LinkedIn has no description for this role, and it is the first thing a reader looks for.]
- AI/ML Computational Science Senior AnalystAccentureJun 2024 — May 2025 · Noida, India
Agentic code generation and document-grounded test case generation.
- AI/ML Computational Science AnalystAccentureJun 2022 — Jun 2024 · Noida, India
Automated audit reporting on Azure OpenAI and Azure AI Search.
- Application Development AssociateAccentureNov 2020 — Jun 2022 · Bengaluru, India
Prompt-driven image generation for product packaging.
Uplink
Let's talk.
Open to senior AI and ML engineering work — agentic systems, retrieval pipelines, and the unglamorous reliability engineering that keeps them running. Happy to talk about any of the systems on this site.
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