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Personnel dossier · Sydney, Australia

Nithin Peter

AI Product Engineer — building AI agents, systems & the interfaces around them.

AI-focused product engineer with 13+ years shipping software across startups, large financial institutions, Atlassian-scale product environments, and fast-moving AI companies. Previously known for deep frontend craft, design systems, and UX execution; now operating as a strong end-to-end full-stack engineer who takes ambiguous product ideas from discovery through architecture, implementation, observability, iteration, and production launch.

13+ years shipping
5 companies
1 ex-Atlassian
agents built
$ experience --list
respondent
2026 → now
tactiq
2024 → 2025
atlassian
2019 → 2024
iress
2017 → 2019
juggle-street
2015 → 2017
01

Experience

  1. Respondent

    now Present

    AI Product Engineer · Remote

    Building AI interviewer and agentic product systems in a rapidly changing AI software environment.

    • Build multi-agent workflows for customer-facing and internal use cases — conversational AI, AI interviewer experiences, support automation, and operational agent systems.
    • Design and implement eval-driven agent quality tracking, prompt and tool orchestration, MCP-enabled integrations, and developer CLI tooling for faster product and support workflows.
    • Ship end-to-end across product surface, backend services, AI orchestration, observability, and feedback loops, with a bias toward rapid learning and production-grade iteration.
    • Work closely with founders, product stakeholders, engineering peers, and customer-facing teams to turn fast-moving AI opportunities into usable, reliable software.
    • AI agents
    • Conversational AI
    • Evals
    • MCP
    • TypeScript
    • Node.js
    • React
    • Python
    • CLIs
    • Observability
  2. Tactiq

    Senior Full-stack Product Engineer · Remote

    Core-team ownership of mission-critical product features that supported company growth.

    • Led end-to-end feature delivery across React/TypeScript frontend, Node.js backend services, GraphQL APIs, Temporal workflows, and production integrations.
    • Owned ambiguous product problems from requirements through UX, architecture, implementation, release, observability, and post-launch iteration.
    • Built customer-facing workflows and growth-critical product surfaces with a strong eye for usability, performance, reliability, and maintainability.
    • Communicated across product, design, engineering, leadership, and customer-facing teams to align technical decisions with business impact.
    • React
    • TypeScript
    • Node.js
    • GraphQL
    • Temporal
    • Tailwind
    • Swift
    • Observability
  3. Atlassian

    Senior Engineer · Sydney, Australia

    Operated at Australian product-engineering scale and carried industry-grade practices into later startup roles.

    • Shipped React/TypeScript product experiences inside a large-scale SaaS environment with mature process, design systems, accessibility standards, observability, and release discipline.
    • Applied the habits of high-performing product engineering: RFC-quality thinking, cross-team alignment, quality gates, incident awareness, and performance monitoring.
    • Partnered with designers, PMs, backend engineers, and platform teams to deliver features that balanced UX polish with scalable architecture.
    • Raised front-end and product-engineering standards through testing, performance work, API integration patterns, and pragmatic code quality leadership.
    • React
    • TypeScript
    • JavaScript
    • Redux
    • GraphQL
    • Kotlin
    • Design systems
    • Accessibility
  4. IRESS

    Senior Front-end Engineer · Sydney, Australia

    Master-level UI engineering, reusable component systems, and design-system quality in financial software.

    • Created and evolved a shared UI toolkit used across multiple IRESS applications, improving product consistency, engineering reuse, and delivery speed.
    • Contributed to the redesign of Xplan, IRESS' award-winning financial product, bringing strong UX sensibility to complex finance workflows.
    • Improved accessibility, unit testing, component quality, and front-end architecture across important product surfaces.
    • Translated dense financial requirements into usable, maintainable interfaces alongside product, UX, and engineering stakeholders.
    • React
    • TypeScript
    • Redux
    • React Router
    • Sass
    • RxJS
    • GraphQL
    • Webpack
  5. Juggle Street

    Founding Engineer · Sydney, Australia

    Founding-engineer execution across product, admin tooling, customer workflows, and early startup delivery.

    • Architected and developed the internal admin website for customer service teams — account review, approvals, signup visibility, and payment monitoring.
    • Built and maintained core web application features, improving usability and operational workflows across a fast-moving startup product.
    • Worked across frontend, backend-adjacent integration, UI implementation, and product decisions with high ownership and low process overhead.
    • Developed the early-career product instincts that still matter in the AI age: ship quickly, learn from users, simplify complexity, keep quality moving with speed.
    • JavaScript
    • React
    • AngularJS
    • Node.js
    • TypeScript
    • HTML5
    • CSS3
    • Kendo UI
02

Capabilities

01 / AI Engineering

  • AI agents
  • Multi-agent systems
  • Conversational AI
  • LLM product workflows
  • Evaluations
  • MCP
  • Prompt systems
  • AI-assisted engineering
  • Internal tooling

02 / Product Engineering

  • Product discovery
  • UX judgment
  • Rapid iteration
  • Feature ownership
  • Stakeholder comms
  • Roadmap trade-offs
  • Customer empathy

03 / Full-stack

  • React
  • TypeScript
  • JavaScript
  • Node.js
  • GraphQL
  • REST APIs
  • Temporal
  • Python
  • Swift

04 / Frontend & UX

  • Design systems
  • Accessibility
  • Performance
  • Storybook
  • Tailwind
  • RxJS
  • React Native
  • Next.js
  • TanStack Start
  • Astro
  • Vue
  • Angular

05 / Cloud, Data & Observability

  • AWS
  • GCP
  • Firebase / Firestore
  • MongoDB
  • Postgres
  • Distributed tracing
  • Observability
  • Production debugging

06 / Quality & Tooling

  • Playwright
  • Cypress
  • Jest
  • Vitest
  • Developer CLIs
  • Support tooling
  • CI workflows
03

Selected Work

04

Contact

Open to AI product engineering roles

Building something with agents, product, or UX at the core? Let's talk.

nithinpeter7@gmail.com

Based in Sydney, Australia · working remote-friendly