Headline

Product Manager - Ai Initiatives @unityone.ai/Unitedlayer | IIITh-25| Founding AI PM | Built Enterprise AI from 0→1 | LLMs · MCP · Agentic Workflows | Open to AI PM Roles - India, KSA, UAE

About

I built UnitedLayer's first AI product from zero — no predecessor, no playbook, no team above me. In 7 months, I shipped two enterprise AI products to production: a conversational assistant now serving 10+ global enterprise clients (25% improvement in query accuracy) and an Agentic Workflow Builder currently in beta. The work that mattered most: pioneering the architecture transition from RAG-based retrieval to MCP tool-calling — which gave our AI access to live data instead of stale embeddings, solving the core reliability problem for real-time infrastructure queries. My stack: LLMs (OpenAI, Claude, Llama), RAG, MCP, Agentic Workflows, APIs, SaaS Integrations, Jira, Figma, AWS, Azure, GCP. I'm currently open to AI PM, PM, or Founding PM roles globally — preferably at AI-native or AI-first companies where the product depends on AI, not just uses it. DMs open.

Location

Hyderabad

AI stack

cursor

opencode

claudecode

Work experience

Associate Product Manager at UnitedLayer, Nov 2024 - Present · 1 yr 10 mos, Remote, Founding AI PM - built UnitedLayer's first AI product from zero — no predecessor, no playbook, no team above me. In 7 months, I shipped two enterprise AI products to production: a conversational assistant now serving 10+ global enterprise clients (25% improvement in query accuracy) and an Agentic Workflow Builder currently in beta. - "Pioneered RAG → MCP tool-calling architecture transition, improving real-time query accuracy by ~25%" - "Shipped enterprise AI assistant to 10+ global clients from zero — sole PM with no predecessor" - "Shaped MVP scope for Agentic Workflow Builder — multi-step automation with LLM-based orchestration"

Product management at UnitedLayer, Nov 2021 - Nov 2024 · 3 yrs 1 mo, Greater Bengaluru Area

Technical Author at UnitedLayer LLC / UnityOne.ai, Nov 2021 - Oct 2024 · 3 yrs, Built the internal knowledge base and market intelligence function that directly informed early AI product decisions after promotion to PM.

Co-Founder at Hoozor ecommerce limited, Feb 2017 - Jul 2019 · 2 yrs 6 mos, Vijayawada, Andhra Pradesh, India, Co-founder of start up named Hoozor eCommerce which started in 2018. The idea is to empower local shopkeepers with in the city with a virtual store presence bringing products online using 360 degree cameras. Users can trial and feel before they buy. I revolutionized marketing strategies and closely worked with 50+ sellers making them onboard with in no time and pipe lined them effectively to sell their products through our multi vendor platform. From the scratch of business modelling to generating the sales figures I pivoted crucial role in product journey and accelerated its target miles.

Education

Master of Technology, Industrial and Product Design, International Institute of Information Technology Hyderabad (IIIT Hyderabad)

Postgraduate Degree, Operations Management and Supervision, INSAID