LLM-powered products, autonomous agentic systems, and RAG-enabled architectures. 10+ years of cross-functional leadership across SaaS, travel tech, and digital agencies.
AI Engineer & Product Manager with deep experience building LLM-powered products, autonomous agentic systems, RAG-enabled retrieval architectures, and large-scale AI automation. Focused on designing intelligent, reliable, and observable AI systems that operate in real-world enterprise environments.
Currently developing a next-generation auto-deploying agent platform that integrates proactive task execution, persistent memory, evaluator-as-judge logic, containerized agent deployments, and full execution traceability.
Strengthened through participation in Antler's venture-building environment, applying founder-level discipline in problem discovery, competitive analysis, rapid prototyping, and validating venture-scale opportunities.
AI systems, products, and automation solutions
Next-gen agent platform with proactive task execution, persistent memory, evaluator-as-judge logic, and containerized deployments. Full execution traceability for enterprise environments.
Production-grade RAG architecture with hybrid search, semantic chunking, and multi-modal retrieval. Integrated with vector databases for enterprise document intelligence.
Intelligent automation system for intent detection, ticket classification, and auto-routing. Built at Agoda to streamline partner operations with AI-driven decision making.
Led product strategy and GTM for 6 WordPress SaaS products at weDevs. Achieved 6-figure MRR with 6000%+ ROI on paid channels. Built marketing and BD teams.
Selected for intensive venture-building program. Conducted market research, competitive analysis, and customer discovery. Developed B2B AI product concepts leveraging LLMs, RAG, and multi-agent orchestration.
Launched AI-powered workflow automation. Built LLM workflows for intent detection, ticket creation, and routing. Deployed AI agent for auto-building partner decks. Led 5-member ops team.
Led cross-functional teams for enterprise projects. Managed contract negotiations, client relationships, and revenue growth. Successfully delivered 7+ projects using EOS framework.
Achieved 6-figure MRR with 600%+ ROI on paid channels. Launched 6 new products. Orchestrated Brand Ambassador program across 12 countries. Built marketing and BD teams.
Managed 900+ client portfolio. Completed 45+ projects personally. Led team of 4 WordPress developers. Handled security, migrations, and compliance.
Lessons on bridging the gap between AI engineering and product management.
Read articleKey lessons learned from implementing RAG systems in production environments.
Read articleUnderstanding BI fundamentals for project managers and decision makers.
Read articleOpen to AI engineering roles, product management opportunities, and collaborations.