Subhayan C.

I help companies design, build, and scale AI-powered products and automation systems—from idea to production. With 11+ years in product management (5+ in AI), I bring expert-level experience as both a Product Manager and Business Analyst, combining strategy, analytics, and hands-on AI building to deliver production-ready solutions (not just prototypes). ------------------------------------------------------------------------------------------------- What I Do 🔹 AI Product Management & Strategy 0→1 AI product development (B2B & B2C) Product roadmap, PRDs, user stories, GTM strategy Translating AI/ML capabilities into business impact 🔹 AI Builder (Hands-on Execution) Build AI products using custom ML + GenAI + 3rd party LLMs (OpenAI, Claude, Gemini) RAG pipelines, prompt engineering, AI copilots AI agents & workflow automation (n8n, APIs) Internal tools to automate ops, support, analytics 🔹 AI Evals & Optimization Evaluation frameworks, accuracy benchmarks Hallucination reduction, prompt tuning A/B testing and continuous improvement 🔹 Automation & AI Ops Replace repetitive workflows with AI systems Build “AI teammates” for business processes Design scalable, reliable automation pipelines -------------------------------------------------------------------------------------------- Domain & Product Experience ✔ AI / ML / GenAI Products Built AI products using both custom models + LLM integrations AI copilots, analytics platforms, automation systems AI-based unified messaging & workflow tools ✔ Travel Tech (Deep Expertise) Hotels, Airlines, Restaurants digital transformation PMS, POS, Channel Management Systems Pricing systems (hotel & airline) Amadeus APIs, OTA platforms ✔ Social Media & Marketing AI Social listening, sentiment analysis, analytics Built B2B SaaS products on top of social media APIs Campaign optimization & customer insights ✔ FinTech & Payments B2B product development in fintech AI-driven analytics and reconciliation systems ✔ B2B AI Platforms AI-based analytics platforms Workflow automation & enterprise SaaS tools -------------------------------------------------------------------------------------------- Tech Stack LLMs & GenAI: OpenAI, Claude, Gemini Frameworks: LangChain, LlamaIndex Automation: n8n, Zapier, Make Backend: Python, SQL, FastAPI Cloud: AWS, GCP Search & Data: Elasticsearch, Vector DBs (Pinecone, FAISS) AI Prototyping & Dev Tools: Lovable, Windsurf, Claude Code, Cursor AI, Replit Product & Analytics: Mixpanel, Datadog, Tableau, Power BI, Jira, Figma