Open to opportunities

Pavan Raheja

@pavanraheja

Message

AI Product Manager & Builder shipping governed agents and growth engines.

United Arab Emirates

Message

What I'm looking for

I’m looking for a team where I can ship AI products end-to-end—building governed agent systems, running rigorous experiments, and scaling growth with strong product craft, clear ownership, and a bias toward measurable impact.

I’m an AI Product Manager & Builder focused on shipping governed AI systems in production—where evaluation, safety, and rollout discipline are part of the product.

I built an evaluation-and-promotion pipeline that tested 60+ automated agent strategies and promoted only the few that cleared statistical rigor gates, using staged promotion (shadow → paper → live), kill-switches, human-in-the-loop, and expected-throughput watchdogs.

On the growth side, I’ve engineered AI features that move activation and engagement—such as a Google Vertex AI recommendation engine that improved activations (+15%) and engagement (1.3×), and growth programs that scaled revenue and usage across teams.

With deep technical fluency (Claude Code, MCP servers, Anthropic Agent SDK, Python, REST APIs, and prompt/RAG/LLM evals), I don’t just specify—I build and ship. I also run lean product organizations, including founding a business (0 → AED 2M annual revenue) and releasing open-source work like dubai-re-intelligence.

Experience

Work history, roles, and key accomplishments

Current

AI Product Manager & Builder

Current

Independent

Jan 2026 - Present (6 months)

Built an evaluation-and-promotion pipeline to test 60+ automated agent strategies and promote only those that pass statistical rigor gates, using staged promotion and kill-switches to prevent unvalidated logic from going live. Shipped AI features on the Anthropic stack (Claude Code, Agent SDK, MCP servers, LLM evals, RAG) and built pavan.blog (Claude API digital clone).

AI Agents Evaluation Pipelines Staged Promotion Kill Switches Human In The Loop Claude Code MCP Servers Anthropic Agent SDK Python Prompt Engineering RAG Recommendation Systems

Founder — Product & Operations

Dash Capital

Aug 2024 - Dec 2025 (1 year 4 months)

Founded and grew the business from 0 to ~AED 2M annual revenue in 18 months with full P&L ownership. Built an AI-powered ops product for onboarding (KYC/compliance-aware) and outreach/CRM workflows, and created an open-source data pipeline product (Flask + Pandas) for decision dashboards.

Product Operations P L Ownership KYC Outreach Sequencing Workflows Lead Generation Flask Pandas Data Pipelines

Senior Product Manager

Mashkor

Nov 2022 - May 2024 (1 year 6 months)

Grew monthly active users 3× (7K to 25K) and revenue 2.8× within 18 months. Shipped a Google Vertex AI recommendation engine (+15% activations, +1.3× engagement) and improved the activation funnel by 40% using journey mapping and onboarding redesign; led OKR roadmap end-to-end with cross-functional teams.

Vertex AI Recommendation Systems Activation Funnel User Journey Mapping OKRs Cross functional Leadership

Growth Product Manager

Nova Benefits

Jan 2022 - Oct 2022 (9 months)

Grew website traffic 2.5× and qualified product leads by 30% in 4 months. Automated the sales funnel, reducing response times by 25%.

Growth Product Management Sales Funnels Lead Qualification Website Traffic Growth

Growth & PM

RtCamp

Jan 2020 - Jan 2021 (1 year)

Worked on growth and product management for a Google plugin, improving template discovery by 30%. Contributed to reaching 100K+ installs.

Growth Product Management

Founder

Flint Technology & Systems

Dec 2011 - Aug 2020 (8 years 8 months)

Drove 5× growth for PriceLabs (AI/ML-powered SaaS) and scaled the team from 7 to 150+. Grew property listings by 240% (50K to 170K) for a real-estate client.

Scaling Teams Growth Listings