shipping interfaces since 2017currently @ Lifesightopen to staff & senior roles5 products · 50k+ users daily
I ship interfaces that survive real data: marketing intelligence dashboards, microfrontend platforms for 50k+ daily users, and agentic AI products. Based in Bangalore · open to remote-friendly roles.
I'm a Senior Frontend Engineer based in Bangalore, India, with 7+ years of experience building scalable SaaS platforms across analytics, automotive retail, and geospatial domains.
At Lifesight, I lead frontend development for a unified marketing intelligence platform, building the dashboards and AI-powered interfaces that help enterprise brands make smarter decisions. Before that, I spent 4+ years at Tekion scaling frontend systems used by 50,000+ daily users.
I believe great frontend engineering lives at the intersection of technical rigour and product empathy. I care about the milliseconds, the accessibility, the test coverage, not just the code that ships.
// common questions
Is Animesh available for hire?
Yes, currently open to full-time senior or staff frontend engineering roles and consulting engagements. Based in Bangalore, open to remote globally. Reach me at animeshpandey1909@gmail.com or LinkedIn.
Leading frontend development for Lifesight's Unified Measurement OS, a marketing intelligence SaaS combining MMM, incrementality testing, and causal attribution. Building SSR analytics dashboards, contributing to Mia (their agentic AI product), and establishing platform-wide testing and performance standards.
Owned 10+ mission-critical frontend modules across enterprise automotive retail. Built Storybook-documented component libraries and microfrontend architectures with Webpack Module Federation. Reduced load times by 30% for 50k+ daily users. Introduced AI-driven development tooling cutting team toil by 30%.
Developed enterprise automotive retail applications using ReactJS, Redux, and React Native. Built 20+ reusable UI components and microfrontend modules documented in Storybook, accelerating feature delivery across engineering teams.
Led frontend development of Kerala-WRIS dashboards providing real-time water resource visibility to millions of residents. Built geospatial visualisation systems for government clients and reduced API overhead by 30% through frontend optimisation.
Angular 8HighchartsLeafletD3.jsAngularJS
to
Software Development Intern
Developed a real-time SCADA monitoring system for Andhra Pradesh Water Resources using AngularJS and D3.js, enabling operational dashboards for field teams.
AngularJSD3.js
// skills
Stack & craft
Production tools from recent platforms - not a buzzword dump.
Selected work across SaaS analytics, automotive retail, and GovTech.
Architecture · Tekion
Microfrontend Architecture at Scale
Architected and shipped a production microfrontend system using Webpack Module Federation across 10+ mission-critical enterprise automotive retail modules, each owned by an independent squad and deployed without cross-team coordination. Achieved a 30% reduction in load times through aggressive code splitting, route-level lazy loading, and bundle-level Lighthouse budgets enforced in CI. Introduced AI-driven development tooling that cut engineering toil by 30%. The platform serves 50,000+ daily active users across dealership and OEM workflows.
Led frontend development for the Government of Kerala's statewide water resource information system. Built real-time geospatial dashboards over Leaflet with district-level overlays, time-series hydrology charts in Highcharts, and D3.js data-layer visualisations for field operations teams. Reduced API overhead by 30% through frontend caching and request batching strategies. Concurrently built a real-time SCADA monitoring system for Andhra Pradesh Water Resources used by field teams for operational visibility.
30% API reduction · millions of residents served
Angular 8HighchartsLeafletD3.jsAngularJSGovTech
AI Product · Lifesight
Mia: Agentic AI Analytics Interface
Built the frontend for Lifesight's agentic AI assistant, which interprets complex marketing datasets and surfaces attribution insights through a streaming conversational interface. Implemented real-time LLM response streaming, tool-call visualisation panels that expose reasoning steps, and deep integration with the Unified Measurement OS data layer. Designed to handle ambiguous multi-step queries from non-technical marketing stakeholders with progressive disclosure of confidence and caveats.
Agentic AI · Streaming UI · Tool-call visualisation
Next.jsTypeScriptReactJSAgentic AILLM Streaming
AI Feature · Lifesight
Attribution Anomaly Intelligence
Embedded AI layer within the Lifesight attribution dashboard that continuously monitors media spend signals and proactively surfaces anomalies without requiring the user to go looking. Statistical changepoint detection (z-score + PELT algorithm) runs on the data pipeline; results are handed to an LLM that generates plain-English explanations of what shifted, why it likely happened, and what action to consider. Surfaces budget pacing issues, channel-level attribution drift, and incrementality test failures as inline insight cards - not alerts that get ignored.
AI anomaly detection · LLM narration · Proactive insights
Delivered enterprise-grade analytics dashboards powering Lifesight's Unified Measurement OS: MMM (Media Mix Modelling) curves, incrementality test results, and causal attribution breakdowns for enterprise brands managing multi-million-dollar ad budgets. Built with Next.js SSR for fast first-paint on dense data-heavy views, enforced Core Web Vitals budgets in CI, and established platform-wide Playwright testing standards that became the team baseline.
SSR · Core Web Vitals · Playwright coverage
ReactJSNext.jsTypeScriptSSRPlaywrightA/B Testing
Design System · Tekion
Enterprise Component Library
Designed and maintained a Storybook-documented shared component library used across 10+ product modules at Tekion. Built 20+ reusable, accessible UI components (forms, data tables, modal flows, navigation patterns) with full TypeScript typing, WCAG 2.1 compliance, and interactive documentation. Reduced per-team duplicate code by 25% and measurably shortened time-to-feature across multiple engineering squads.
Internal CLI and VS Code extension that automated the highest-toil parts of Tekion's frontend development cycle, cutting team overhead by 30%. The scaffolder generates a fully wired microfrontend module in under 10 seconds - Webpack Module Federation config, Storybook stories, Jest setup, and GitHub Actions job - from a single command. An AI-assisted PR review workflow uses GPT-4 to flag accessibility regressions, performance anti-patterns, and missing test coverage before human review. Also shipped automated migration scripts for the React 16 to 18 upgrade across all 10+ modules, completing the migration in days rather than weeks.
React Native companion to Tekion's web-based dealer management platform, designed for dealership staff who work on the shop floor and can't stay at a desk. Covers real-time inventory lookup with VIN scanning, live service queue visibility, and customer CRM access. Built offline-first with SQLite-backed local state that syncs over a conflict-free delta protocol when connectivity restores - critical in underground service bays with patchy signal. Deep-linked from the web platform and shares Redux slices with the web app via a shared library, keeping business logic in one place.
Offline-first · VIN scanning · Shared Redux state
React NativeReduxTypeScriptSQLiteOffline-first
Developer Tooling · Tekion
Performance CI Guard
GitHub Actions pipeline that runs Lighthouse CI against a Playwright-rendered preview deployment on every pull request, automatically blocking merges when Core Web Vitals or bundle size regresses beyond configured thresholds. Posts a generated PR comment with before/after metric tables, a bundle diff, and a 30-day trend sparkline so reviewers have full context without leaving GitHub. Historical performance data is persisted to a Postgres store and surfaced on an internal dashboard used by engineering leadership to track platform health across all 10+ microfrontend modules. Went from no performance visibility to catching 12 regressions in the first month.
12 regressions caught in month 1 · full CI coverage
I write about the JavaScript patterns, system design decisions, and frontend engineering trade-offs I encounter at work - the stuff that doesn't make it into the docs.
// case studies
The Frontend Casebook
Scrollable frontend case studies — skeleton screens, perceived performance,
streaming UIs. With interactive demos and reading levels for junior, mid, and staff engineers.
What makes a function pure, why procedures aren't functions, and how declarative thinking transforms the way you write JavaScript. A primer on functional programming fundamentals.
JavaScript's this is a runtime binding determined by call-site context. This piece works through all four binding rules (new, explicit, implicit, default) in order of precedence.
How to build a streaming AI agent UI that feels native to your product. SSE lifecycle, tool-call panels, AbortController, UX states for thinking / streaming / error - and why skipping the chat bubble is the right call.
Essays in progress — topics from production frontend engineering.
Coming Q3 2026
Building Performance Budgets at Scale
How we wired Lighthouse CI, bundle budgets, and PR comments so 10+ microfrontends couldn't regress Core Web Vitals silently.
Draft
Coming Q4 2026
Microfrontends: Lessons from Three Years in Production
Module Federation worked until it didn't - versioning, shared dependencies, and the debugging stories nobody puts in the sales deck.
Outline
Researching
Data-Dense Dashboards Without Cognitive Overload
Patterns from MMM and attribution UIs: hierarchy, defaults, and when not to add another chart.
Research
Coming 2026
From React 16 to 18 Across a Monorepo in Days
The migration playbook we used at Tekion - codemods, feature flags, and the tests that caught what types missed.
Outline
Exploring
Designing Recruiter-First Portfolio UX
Why I built a briefing mode, what I'd do differently, and how static sites can still feel product-grade.
Idea
Backlog
Canvas vs DOM for Marketing Hero Effects
When particles earn their keep - and when prefers-reduced-motion should win.
Idea
Backlog
Static Sites That Feel Premium Without a Framework
Tokens, lazy features, and discipline - how this portfolio is structured and why.
Idea
Want early access? Say hi - happy to share drafts with engineers evaluating similar problems.
// education
Where I studied
Indian Institute of Information Technology, Design and Management (IIITDM) Jabalpur
B.Tech in Computer Science and Engineering
–
7.9
CPI / 10
// contact
Let's build something
Open to full-time roles, contract work, and interesting conversations. If you're building something ambitious in the frontend or product engineering space, I'd love to hear about it.