Open to opportunities

Ramprakash Kalyanaraman

@ramprakashkalyanaram

Message

AI product leader shipping LLM systems end-to-end with vibe coding and rigorous evaluation.

Canada

Message

What I'm looking for

I’m looking to lead AI/LLM product teams where I can ship end-to-end, run lean iterations, and own evaluation + guardrails. I want a culture that values data-driven prioritization, clear executive communication, and fast learning under ambiguity.

I’m an AI product leader delivering data-driven and AI-powered products end-to-end, combining hands-on vibe coding with production-grade LLM system building. With 14+ years of experience, I’ve focused on turning ambiguous user and business needs into shipped outcomes, including real-time intelligence workflows.

Right now, I’m leading LLM evaluation tooling at a major Canadian financial institution handling 50K+ chat interactions per month. I’m deeply fluent in LLM systems, prompt engineering, and evaluation frameworks (DeepEval, Ragas, PromptFoo, LangFuse), partnering with teams to tune guardrails and improve accuracy and cost-feasibility.

I’ve also co-founded Voxarc Lab, where I used Claude Code to build an AI-powered intelligence platform that correlates disparate policy data streams into predictive investment insights. I’m known for clear stakeholder communication, strong narrative writing, and running lean teams with light-touch process—making product and architecture calls with incomplete information and adjusting rapidly based on model capability changes and user feedback.

Experience

Work history, roles, and key accomplishments

Current

Co-Founder & CEO

Current

Voxarc Lab Inc.

Jan 2024 - Present (2 years 5 months)

Co-founded Voxarc Lab and used Claude Code to prototype and ship a real-time behavioral intelligence engine correlating disparate policy data streams into predictive investment insights. Built LLM pipelines and multi-agent workflows (OpenAI API, LangChain) with prompt strategies, evaluation criteria, and guardrails for accuracy/latency tradeoffs, presenting results via executive-ready briefs.

Claude Code OpenAI API LLMs (LangChain Prompt Engineering LLM Evaluation GuardRails Data Pipelines Narrative Writing

Current

AI Product Lead, LLM Evaluation

Current

Bank of Montreal

Jan 2023 - Present (3 years 5 months)

Led LLM evaluation for a digital banking chatbot handling 50K+ interactions per month, defining evaluation framework choices and success metrics for senior leadership reporting. Evaluated DeepEval, Ragas, PromptFoo, and LangFuse, producing cost-feasibility guidance and improving response accuracy via prompt evaluation and guardrail tuning while reducing evaluation cycle time using AI-assisted test

LLM Evaluation DeepEval Ragas Promptfoo Langfuse Prompt Evaluation Regulated AI Delivery

Current

Senior Product Manager (AI)

Current

Tata Consultancy Services

Jul 2021 - Present (4 years 11 months)

Owned end-to-end lifecycle for an LLM-powered agentic automation product, increasing automation rates by 30% and reducing processing time by up to 50% through lean, rapid iteration. Designed prompt strategies, evaluation frameworks, and output guardrails while translating architecture and tradeoffs for CIO and Managing Director audiences.

LLM Agent Prompting Prompt Engineering Output Guardrails OKRs Cross functional Leadership

Senior Product Owner, Data Lake

Capgemini

Nov 2019 - Jul 2021 (1 year 8 months)

Defined product direction and roadmap from scratch for an enterprise data lake platform, running a lean delivery team and making prioritization decisions under ambiguity. Drove evidence-based decisions using SQL and Tableau and communicated product strategy clearly to senior technical and business stakeholders.

Data Lake Roadmapping SQL Tableau Product Strategy Product Ownership

Product Owner / Business Analyst

Bank of Montreal

May 2018 - May 2019 (1 year)

Owned product requirements for brokerage platform modernization by defining epics, user stories, and acceptance criteria across multiple financial services teams. Coordinated stakeholder alignment and communicated requirements and progress to senior leadership through clear narrative updates.

Product Requirements Epics And User Stories Acceptance Criteria Stakeholder Management Business Analysis Agile Delivery Requirements Documentation Executive Communication

Product Owner (FinTech Platforms)

Aavas Financiers Ltd and IndoStar Capital

Jun 2015 - Feb 2018 (2 years 8 months)

Managed product vision, roadmaps, and delivery for multiple data-driven FinTech products while leading agile teams in high-accountability environments. Engaged executive stakeholders directly and applied agile execution to maintain delivery momentum across competing priorities.

Product Vision Roadmapping Agile Delivery Fintech Product Management Prioritization Cross functional Leadership Delivery Management