Divyanshu Prasad

• •Contributed to adaptive learning system combining AI and human feedback loops for personalized PR reviews; improved acceptance by ~18.5% (up to 28% for top customers).
• •built a system leveraging historical prs to pre-tune agentic code review workflows for new customers, improving suggestion quality and controlling noise from day one.
• •Evaluated LLMs on tool-calling accuracy, quality, output variance, and cost; reduced per-PR inference spend by ~65%.
• •integrated repo-level standards and agent rules (cursor rules, claude.md) into ai review workflows; running across 100s of prs/week with ~29% acceptance within this flow.
• •Led POC proving that intent- and business-aware AI reviews improve suggestion quality and eliminate noisy, irrelevant feedback.

—python · go · fast-api · generative-ai · prompt-engineering · mysql

• •Optimized prompts to boost suggestion relevance, increase developer adoption, and expand issue coverage.
• •implemented custom code review rules for enterprise-scale organizations, enhancing review consistency.
• •extended codebase-aware reviews module with scala language support.
• •Benchmarked competing code review agents and produced evaluation reports to inform product strategy.
• •Automated regression reporting for agent releases and expanded test coverage with cross-file impact scenarios.

—python · go · generative-ai · prompt-engineering

• •Improved landing page performance (40+ → 80+) via lazy loading, optimized media, and efficient animation handling.
• •Added multilingual support (EN, FR, DE, ES), expanding global accessibility and reach.
• •Built real-time dashboards with REST API integrations, optimized state management, and pagination across projects.
• •Developed CMS-driven pages and Sanity studios with dynamic SEO (OG tags, metadata), streamlining content workflows.
• •Built and integrated email templates for newsletters and onboarding, improving user engagement.

—javascript · svelte/sveltekit · tailwind-css · sanity-cms

• •Led a team of 9 contributors, managing tasks, reviewing code, and resolving blockers to deliver ahead of expectations.
• •Authored and presented project whitepaper to senior engineers, product team, and CEO.
• •Designed user flows and low-fidelity wireframes, enabling smooth handoff to product and design teams.
• •Built responsive frontend (Svelte, Tailwind) with Firebase integration; recognized among top 400+ contributors.

—javascript · svelte/sveltekit · tailwind-css · firebase · figma