One node in the loop.

Visions, Chandigarh · InsureTech client (UK)

• Architected and built a two-phase automated product-validation pipeline that shifts insurance-rate validation left from engineering to product managers, catching data errors before they reach development.
• Designed a server-side LLM first-pass reviewer (headless Claude) running a 5-checkpoint review over raw insurer files with image- and checkbox-aware PDF parsing — generating a plain-language report and executable test cases at ~$0.75 and ~5 minutes per product.
• Built the developer-stage automation: generated Playwright tests from raw rate/benefit files, ran them against the live quoting engine, and versioned certified test cases in S3 as the QA contract.
• Quantified impact via a retroactive pilot across 7 production tickets — up to ~58% of historical dev↔PM clarification cycles automatically catchable — with bit-exact rate derivation validated on real insurer data and zero false positives across 4 shipped bundles after calibration.
• Hardened the pipeline for horizontal scale: shared BullMQ/Redis queue (exactly-once execution across a load-balanced fleet), per-product idempotency, and surgical cross-instance job cancellation — verified live with zero duplicate or orphaned processes.
• Conceived and ran an automated Figma → Locofy → GitHub → AI → Pull Request workflow: 51 automated design-to-PR runs across 3 modules in ~6 weeks, ~8 minutes per page, preserving business logic and coding standards.
• Evolved that pipeline into a closed-loop, self-verifying design-to-code agent: a single `/locofy <ticket>` command reads a Jira ticket (Atlassian MCP), pulls the live Figma via the Locofy MCP, implements into React/TypeScript under an 'architect' rule, then self-verifies in a rendered Playwright loop (visual + exact-token diff) before opening a PR — validated end-to-end, targeting ~2–3 dev-hours/page vs ~12–16 hand-coded.

Visions, Chandigarh · Corporate Learning & Performance Platform

• #1 contributor of 30+ engineers (1,526 commits, +115k net lines over ~22 months) on a Vue 3 / TypeScript corporate Learning & Performance-Management platform.
• Architected a drag-and-drop course-authoring tool (19+ content/question section types, content-JSON persistence) and a custom rich-text table editor with floating formatting controls.
• Engineered a SCORM player and a SCORM-2004 package publisher from scratch (iframe sandboxing, zip parsing, package generation) — no vendor LMS runtime.
• Built a multi-step CSV data-import pipeline with reusable column-mapping templates and alias resolution; implemented auth/MFA, forced password reset, and user impersonation.
• Drove performance fixes (duplicate-request elimination, abortable API calls) and maintained code across modules authored by other engineers, resolving 400+ bugs.

Visions, Chandigarh

• Led front-end on a Qatar higher-education registration platform (HBKU): built a schema-driven dynamic-form renderer supporting 15+ field types and solely authored a conditional page-routing rules engine (all/any logic, type-aware operands) — top contributor across ~1,200 commits in three repositories.
• Owned the interactive Google Maps discovery flow on an events, tours & experiences platform (Angular Universal SSR + NgRx + PWA): idle-driven search, in-flight request cancellation to eliminate call storms, and custom category map pins — 3rd of 28 contributors.
• Led frontend delivery for large-scale client projects across React, Angular, and Vue — integrating REST APIs and real-time data handling, with SSR and hydration for faster loads and stronger SEO.
• Partnered with project managers and clients on requirements, estimation, and milestone planning; mentored junior developers and ran code reviews to uphold modern coding standards.
• Additional client work: Emerson & AD Ports ERP dashboards (Angular / Vue).