Kailash M.

AI products fail at delivery, not at the idea. I make sure yours doesn't. 14+ years shipping software. Last 2 years exclusively focused on AI/ML delivery — RAG pipelines, LLM integrations, AWS Bedrock, n8n workflow automation, and the messy middle between what the model does and what the product needs to do. I'm the TPM founders bring in when: The AI prototype works but nobody can turn it into a shippable product The team is distributed across time zones, standups are chaotic, and nobody knows who owns what Stakeholders are losing visibility and trust is eroding JIRA is a mess and nobody knows what's actually in scope A remote team needs structure, ownership, and a work culture that actually delivers — without an office What I do differently: I run lean agile ceremonies — standups that take 15 minutes not 45, weekly stakeholder updates that actually get read, and retrospectives that change something. I build the Slack channels, JIRA workflows, and async rituals that keep a remote team aligned and accountable without micromanaging anyone. I also use AI tools to handle the PM overhead — sprint summaries, acceptance criteria, risk logs, stakeholder reports — in minutes. That means I spend my time on the things that actually unblock your team, not on status update theatre. Currently delivering: Leading delivery of an AI Client Intelligence Platform for a US-based data services company — a RAG-based system ingesting enterprise documents into a vector-enabled database, with n8n workflow orchestration, open-source LLM for extraction, and a Claude-powered chat interface. Managing a distributed team across security, system design, and retrieval workstreams with weekly reporting to the founder. Technical depth (I can talk to your engineers, not just about them): Java · Python · Node.js · AWS / GCP / Azure · GitHub Actions · Jenkins · JIRA Administration · n8n · RAG Pipelines · LLM Tooling · Agile · Scrum · Remote Team Leadership · Stakeholder Management Top Rated · 100% Job Success · Open to TPM, Delivery Manager, and Program Manager engagements.