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Personnel dossier · Sydney, Australia

Nithin Peter

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

Product engineer with 13+ years shipping software end-to-end (ex-Atlassian, ex-IRESS). For the last ~2 years I've built production AI systems — agents, evals, MCP tooling, and real-time transcription/translation — at consumer scale. I work directly with founders and customers to take ambiguous problems from discovery to production. Deep frontend/UX roots, now full-stack across AI orchestration, backend, and cloud.

$ experience --list
respondent
2026 → now
tactiq
2024 → 2025
atlassian
2019 → 2023
iress
2017 → 2019
juggle-street
2015 → 2017
01

Experience

  1. Respondent

    now Present

    AI Product Engineer (Contract) · Sydney, Australia

    Building AI-native capabilities for a user-research product; working directly with founders to ship fast.

    • Built an AI interviewer that autonomously conducts research interviews end-to-end — capturing media, transcribing, and translating across languages in real time.
    • Shipped a suite of AI agents: automated follow-up questioning, translation, insight-report generation, and a chat-over-transcript agent for querying interviews and reports in natural language.
    • Built automated insight-report generation that turns hundreds of long-form interviews (each 20–45 min) into structured findings.
    • Integrated MCP-based tooling to connect agents to internal systems and data.
    • Spearheaded AI-native capabilities across the product, driving agent adoption and setting the patterns the team builds on.
    • AI agents
    • Evals
    • MCP
    • TypeScript
    • Node.js
    • React
    • Python
  2. Tactiq

    Senior Full-stack Product Engineer · Remote

    Core-team engineer on an AI meeting product operating at scale — millions of meetings processed per month.

    • Built AI insight generation over meeting transcripts, and a chat agent that answers questions across multiple meetings at once.
    • Built “Spaces” — organization and management of meetings.
    • Built the desktop app for capturing, transcribing, and generating transcriptions of live meetings.
    • Owned features end-to-end: React/TypeScript frontend, Node.js services, GraphQL APIs, Temporal workflows, observability, and post-launch iteration.
    • React
    • TypeScript
    • Node.js
    • GraphQL
    • Temporal
    • Swift
    • Tailwind
  3. Atlassian

    Senior Engineer · Sydney, Australia

    Shipped React/TypeScript product experiences in a large-scale SaaS environment with mature design systems, accessibility standards, observability, and release discipline.

    • Raised frontend and product-engineering standards through testing, performance work, and API integration patterns.
    • Partnered with designers, PMs, backend and platform teams to balance UX polish with scalable architecture.
    • React
    • TypeScript
    • Redux
    • GraphQL
    • Kotlin
    • Design systems
    • Accessibility
    • Performance
  4. IRESS

    Senior Front-end Engineer · Sydney, Australia

    Master-level UI engineering and design-system quality in financial software.

    • Created and evolved a shared UI toolkit used across multiple IRESS applications, improving consistency, reuse, and delivery speed.
    • Contributed to the redesign of Xplan, IRESS' award-winning financial platform, bringing UX rigor to complex finance workflows.
    • Improved accessibility, unit testing, and front-end architecture across key product surfaces.
    • React
    • TypeScript
    • Redux
    • RxJS
    • GraphQL
    • Sass
    • Webpack
  5. Juggle Street

    Founding Engineer · Sydney, Australia

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

    • Architected the internal admin app for customer-service teams: account review, approvals, signup visibility, and payment monitoring.
    • Built and maintained core web app features with high ownership and low process overhead in an early-stage startup.
    • JavaScript
    • React
    • AngularJS
    • Node.js
    • HTML5
    • CSS3
02

Capabilities

01 / AI Engineering

  • AI agents & multi-agent systems
  • Conversational AI
  • LLM product workflows
  • Evals / quality tracking
  • MCP
  • Prompt & tool orchestration
  • Real-time transcription/translation

02 / Full-stack

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

03 / Frontend & UX

  • Design systems
  • Accessibility
  • Performance
  • Next.js
  • Tailwind
  • React Native

04 / Cloud & Data

  • AWS
  • GCP
  • Firebase / Firestore
  • Postgres
  • MongoDB
  • Observability & production debugging
03

Selected Work

04

Contact

Open to AI product engineering & forward-deployed roles

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

nithinpeter7@gmail.com

Based in Sydney, Australia · working remote-friendly