# AI systems that ship, with checks that fail loudly. Bhawesh Tibrewal · Tech, built with a team of AI agents Canonical page: At axiTrust I built a production MCP knowledge server that Claude, ChatGPT and Gemini all answer from, and quality gates that stop a build before a banned claim or a broken layout reaches the public. At Biased Media Group I built one platform that runs six live sites, and a membership funnel that takes a customer from enquiry to paid member with no human step. I work with a team of AI agents: some build, one reviews and never its own work, and I decide what ships. ## What I do for you - **MCP servers & knowledge bases**: One governed source that all your AI tools answer from, with sign-in, search, and an index that rebuilds when the source changes. - **Agent workflows & automations**: Agents and scripts that take repetitive work off your team: drafting, reporting, lead routing and follow-ups. - **Quality gates**: Build-time checks that stop a release on legal, brand or layout problems, each one proven to catch its own failure first. - **Lead capture & tracking**: Forms, phone verification, CRM sync and conversion tracking, wired so every lead is counted once and reaches the right person. - **AI media pipelines**: Script to finished film: voice, video and edit, generated, checked and rendered on your brand rules. - **Web platforms**: Fast sites and multi-brand platforms on Next.js, Supabase and Vercel, built so your team can keep them running. ## Proof - **8,473** GitHub contributions in the last year · github.com/Starvolate - **6** live sites served by one platform · Biased Media Group - **10 languages** a public microsite on a translation pipeline that fails the build before copy can drift · axiTrust - **7 films** films rendered through a script-to-film pipeline · axiTrust - **$0/month** production stack for Zavi, an AI product manager · Xtarvrse ## Selected work - [One knowledge server for three AI assistants](https://bhaweshtibrewal.com/work/axitrust-mcp-knowledge-server) · axiTrust · 2026 · In-house role A production MCP server that lets Claude, ChatGPT and Gemini answer from the same governed company knowledge. - [Quality gates that fail the build](https://bhaweshtibrewal.com/work/axitrust-quality-gates) · axiTrust · 2026 · In-house role Checks that stop a release on legal, brand or layout problems, each one proven to catch its own failure before it is trusted. - [Deterministic learning engine](https://bhaweshtibrewal.com/work/axitrust-learning-engine) · axiTrust · 2026 · In-house role Swapped an unstable AI runtime on two partner learning platforms for a deterministic engine: the same output, with no inference cost at render time. - [Script-to-film pipeline](https://bhaweshtibrewal.com/work/axitrust-film-pipeline) · axiTrust · 2026 · In-house role A pipeline that turns a script into a finished, on-brand film: voice, video and edit, in English, Hindi and Hinglish. - [Six sites on one platform](https://bhaweshtibrewal.com/work/bmg-platform) · Biased Media Group · 2023–now · Own venture One web platform that serves the group's parent site and five branded sites, each with its own design system. - [A membership funnel with no human step](https://bhaweshtibrewal.com/work/belle-rencontre-membership-funnel) · Belle Rencontre (Biased Media Group) · 2023–now · Own venture Takes a customer from enquiry to paid member: WhatsApp one-time passcode, document review, e-signature and payment. - [Zavi, an AI product manager](https://bhaweshtibrewal.com/work/xtarvrse-zavi) · Xtarvrse · 2025–2026 · Own venture The first AI employee at Xtarvrse: an AI product manager that wrote PRDs, user stories, specs and executive briefs in under 90 seconds. - [A paid ads engine from zero](https://bhaweshtibrewal.com/work/axitrust-paid-ads-engine) · axiTrust · 2026 · In-house role Google Ads and Meta campaigns, conversion tracking, verified lead capture and landing pages, run end to end. ## Toolbox Claude Code · Python · TypeScript · Next.js · Postgres · Supabase · Cloudflare Workers · Vercel · MCP · GitHub Actions · Remotion · ElevenLabs ## Certifications - **Develop solutions with Azure AI Document Intelligence** · Microsoft · Jan 2024 - **Create computer vision solutions with Azure AI Vision** · Microsoft · Jan 2024 - **Develop natural language processing solutions with Azure AI Services** · Microsoft · Jan 2024 ## Where I did it - **axiTrust** · AI Product & Marketing Lead · Mar 2026–now · Gurugram, India - Own marketing end to end for a regulated financial product: SEO, paid, content and how the function is set up. - Built the paid ads engine from zero on Google and Meta, with conversion tracking and phone-verified lead capture. - Built a production MCP knowledge server that Claude, ChatGPT and Gemini all answer from. - Replaced a sales-led pricing conversation with a self-serve pricing engine. - Built the quality gates every page, deck, film and PDF passes before it ships. - Lead interns and guest contributors on 30-60-90 plans, and manage the external content agency from brief to acceptance. - **Quayutec** · Founder & CEO · Jan 2026–now - Built the product end to end with AI agents and launched it in October 2026. - Named it, designed the brand and its design system, and wrote the docs. - Published Quayutec's plugins for Claude, ChatGPT and Gemini CLI. - Started Agentia, a free community for the humans behind AI agents. - **Biased Media Group** · Founder · 2023–now - Run a holding group of five businesses, each positioned, priced and grown on its own terms. - Built the one platform all six sites run on, with six design systems in one codebase. - Built a membership funnel from enquiry to paid member with no human step, and the group's client acquisition engine. - **Xtarvrse** · Founder & Product Lead · Jul 2025–now - Autonomous AI employees, each with a name, a role and a specialisation. - Shipped Zavi, an AI product manager that wrote PRDs, user stories, specs and executive briefs in under 90 seconds. - Next: hosting a team of AI employees that companies connect to their own tools over MCP. ## What people say **Cheenu Sharma**, Performance Marketing lead, ex-Google Onsite (Cognizant): > Bhawesh has outstanding innovation and product development skills. ## Have a workflow you want off your plate? Book a free coffee chat. Bring the workflow, and I'll show you what I'd build and how I'd check it. ## Also on the menu - [Marketing](https://bhaweshtibrewal.com/marketing): Positioning, launches, paid ads and content, made at AI speed. Done at: Zomato · Akamai · axiTrust · Eden AI - [Product](https://bhaweshtibrewal.com/product): From the first customer conversation to launch day: discovery, specs, pricing and shipping. Done at: Akamai · Quayutec · Xtarvrse - [Business Ops](https://bhaweshtibrewal.com/ops): The machine behind the work: operating rhythm, launch governance and reporting that fills itself. Done at: Akamai · axiTrust · Biased Media Group - [Entrepreneur](https://bhaweshtibrewal.com/founder): Three companies started and running: Quayutec, Biased Media Group, Xtarvrse. Live: Quayutec · Running: Biased Media Group · Evolving: Xtarvrse ## Contact - Book a free call: - WhatsApp: [+91 82965 25914](https://wa.me/918296525914) - Email: [hello@bhaweshtibrewal.com](mailto:hello@bhaweshtibrewal.com) - Contact form: - Location: Based in India · working remotely with teams worldwide - Pricing: Monthly retainers start from $499/month - LinkedIn: - GitHub: