Ankita Dodamani

Software Engineer

India3 yrs 10 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • Architected Vibe Code, enhancing product generation speed.
  • Pioneered composable architecture for intelligent content systems.
  • Expert in LLM orchestration and production AI systems.
Stackforce AI infers this person is a SaaS-focused AI Systems Engineer with expertise in LLM orchestration and production-grade systems.

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Skills

Core Skills

Llm OrchestrationProduction AiAgentic SystemsSoftware DevelopmentDeveloper Experience

Other Skills

Tool CallingAgentic AISchema-Guided GenerationStreaming InferenceSoftware ArchitectureJavaScriptTechnical DocumentationOAuthGitHubGitLarge Language Models (LLM)Generative AIArtificial Intelligence (AI)Prompt EngineeringVibe coding

About

I build AI-powered products with a focus on production constraints: cost optimization, system architecture, and developer experience. I build production-grade AI systems — the kind that ship to real users, handle real edge cases, and keep working when things go wrong. At Contentstack, I architected and owned Vibe Code end-to-end: an agentic system where users prompt an LLM to perform platform actions in the background. This meant schema-guided generation, tool-calling workflows, streaming inference pipelines, prompt-injection mitigation, output validation, and controlled execution guards — not a prototype, a production system. My stack is TypeScript and Node.js. My focus is the layer between LLM APIs and real product behaviour — orchestration, structured outputs, safety layers, model-agnostic abstractions, and the decisions that make AI systems actually reliable at scale. Currently open to AI Engineer roles globally — remote, Singapore, or UK. Core: TypeScript · Node.js · LLM Orchestration · Agentic Systems · Schema-Guided Generation · Tool-Calling · Streaming Inference · RAG · Prompt Engineering · Production AI. What I write about: - AI system architecture and production patterns - Composable UI systems and execution boundaries - Cost optimization for multi-LLM products - Building in public - real decisions, real tradeoffs

Experience

3 yrs 10 mos
Total Experience
3 yrs 10 mos
Average Tenure
3 yrs 10 mos
Current Experience

Contentstack

3 roles

Software Engineer I

Promoted

Feb 2024Present · 2 yrs 3 mos · India

  • Role focused on Designing composable, intelligent, and scalable product systems that bridge the gap between engineering precision and AI-driven creativity.
  • Designed end-to-end GenAI pipelines integrating LLM APIs (Claude, OpenAI) via Bedrock with custom RAG and retrieval systems.
  • Designed end-to-end GenAI pipelines integrating LLM APIs (Claude, OpenAI) via Bedrock with custom RAG and retrieval systems.
  • Led the architecture and development of “Vibe Code”, an AI-assisted product generation platform that builds complete websites, content models, and entries within minutes — empowering internal teams to deliver customer-ready demos 80% faster.
  • Pioneered the Composable Architecture initiative, embedding Agentic AI principles into modular frameworks that enable intelligent content rendering, reusability, and system adaptability across environments.
  • Drove documentation and technical clarity by owning multiple Technical Requirement Documents (TRDs) — aligning backend workflows, SDK design, and product requirements for seamless delivery.
  • Enhanced Marketplace and Developer Hub ecosystems through automation pipelines, scalable UI systems, and intelligent publishing logic for content-type management.
  • Partnered with Product, QA, and DevEx teams to optimize developer workflows using Jira, Whimsical, and Figma, ensuring faster sprint cycles and better technical alignment.
  • Contributed to Venus Component Library, developing reusable React + TypeScript components using PostCSS, enabling consistent UI patterns across multiple product surfaces.
Tool CallingAgentic AILLM OrchestrationProduction AI

Associate Software Engineer

Promoted

Jul 2022Mar 2024 · 1 yr 8 mos · India

  • Role focused on Building developer-centric tools, scalable frameworks, and automation systems to improve app-building efficiency and platform usability.
  • Enhanced the Developer Hub platform, integrating version control, hosting automation, and OAuth support — enabling developers to build and deploy apps directly within the Hub with minimal manual setup.
  • Developed the “Content Models” and “Use Prebuilt” Marketplace features, allowing users to generate pre-configured content structures in a few clicks. This improvement reduced developer onboarding time by 50%+ and became a key Marketplace highlight.
  • Maintained and optimized the GatsbyJS Source Plugin (3K+ weekly npm downloads), strengthening CMS data fetching through GraphQL and improving compatibility with static site generators.
  • Designed and implemented Starter App boilerplates using React and Nuxt 3, providing plug-and-play templates that simplified app onboarding and standardized development practices for Marketplace contributors.
  • Built Playwright-based end-to-end testing suites, automating functional and UI-level verifications to ensure smooth releases and high system reliability.
  • Streamlined UI enhancement workflows by improving release tags, reusable components, and prebuilt template publishing pipelines within the Marketplace.
  • Collaborated with Product Managers and QA engineers to refine feature requirements, align release goals, and maintain a strong balance between speed and product quality.
JavaScriptTechnical DocumentationSoftware DevelopmentDeveloper Experience

Consultant

Feb 2022Apr 2022 · 2 mos · India · Hybrid

  • Role focused on Gaining foundational experience in the CMS ecosystem and understanding how data-driven insights improve product and developer experience.
  • Explored the Contentstack CMS platform to understand the architecture of content types, entries, environments, and APIs.
  • Gained hands-on experience with tools like Mixpanel, DDR, and Heap to track user behavior, traffic, and product usage analytics.
  • Analyzed engagement metrics to identify opportunities for improving user workflows and content delivery efficiency.
  • Familiarized with internal developer tools and automation systems, laying the foundation for Marketplace and Developer Hub contributions in the following role.
  • Collaborated with product and engineering mentors to understand cross-functional workflows and developer platform lifecycles.
Technical DocumentationGitHub

Kreartors pvt ltd

Web Development Intern

Mar 2021Jun 2021 · 3 mos · Mumbai, Maharashtra, India

  • Role focused on Contributing to client-facing e-commerce projects by maintaining web applications, improving UI consistency, and ensuring smooth end-to-end functionality.
  • Maintained and optimized e-commerce websites for multiple clients, improving performance, uptime, and content accuracy.
  • Collaborated with UI/UX designers to translate design mockups into fully responsive, accessible front-end interfaces.
  • Implemented standardized UI design patterns to enhance visual consistency and scalability across projects.
  • Wrote clean, efficient, and well-documented code following modern web standards and reusable component structures.
  • Participated in the full Software Development Lifecycle (SDLC) — from requirement gathering to deployment, gaining exposure to real-world project management workflows.
  • Diagnosed and resolved technical issues related to cross-browser compatibility, responsiveness, and CMS integrations.
JavaScriptGitHub

Terado engineering pvt ltd

Software Engineer Intern

Nov 2019Dec 2019 · 1 mo · Virar

  • Role focused on Learning the fundamentals of web application development and contributing to early-stage interface design projects under technical mentorship.
  • Collaborated with the technical lead to understand project requirements, define scope, and plan frontend development strategies.
  • Developed responsive user interfaces using HTML5, CSS3, and JavaScript, following clean code practices and layout optimization techniques.
  • Participated in the initial SDLC stages including requirement analysis, design prototyping, and iterative feedback implementation.
  • Gained foundational experience in structured web development workflows and modern frontend frameworks.
GitHubGit

Ideal play abacus

Course Instructor

Jun 2016Nov 2019 · 3 yrs 5 mos · Virar, Maharashtra, India · Hybrid

  • Role note: First professional role while studying; built the communication and discipline that later shaped my engineering approach.
  • Taught abacus-based mental arithmetic to children (6–12), using structured lesson plans and interactive exercises.
  • Drove engagement with open-ended questions, peer practice, and clear feedback loops; earned consistent appreciation from parents.

Education

Aldel Education Trusts St John College of Engg Vevoor Palghar Tal Palghar Dist Thane

Bachelor of Engineering - BE — Information Technology

Jul 2018Jun 2022

Maharashtra State Board of Higher Education

HSC - Computer Science

Feb 2018Present

Maharashtra State Board of Secondary Education

SSC

Mar 2016Present

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