At Outlier / OpenClaw, I design and validate training trajectories for production-scale multi-agent AI systems. I also build structured orchestration pipelines and evaluate Anthropic, OpenAI, and Gemini models to improve agent reliability.
At INEW Technologies LLP, I engineered production web applications with React.js, Node.js, and MongoDB, working across the feature lifecycle from architecture to deployment. I built reusable UI architecture that reduced redesign effort by 30% and automated deployment workflows with Ansible.
At HBS Life Sciences, I developed logistics and procurement applications and optimized backend services, increasing request throughput by 40% while reducing API latency by 35%. I also built a fully offline lecture companion and a semantic video search system, including CPU-only transcription and sub-100ms natural-language video search without GPU dependency.
