[Amarjeet Kaur]

Amarjeet Kaur — Full StackAI EngineerTech Lead

I architect agentic AI systems — and the production full-stack platforms they run on.

14+ years designing and delivering scalable software across industries, now focused on LLM-orchestrated workflows: LangGraph pipelines, multimodal AI extraction, and the validation and testing that make them production-grade. AWS Certified Solutions Architect.

Get in touch Résumé

Role: Senior Full Stack AI Engineer / Tech Lead
Now: AGS Technology Consulting
Base: Delhi, India — remote-friendly
Stack: LangGraph / TypeScript / Node.js / Angular / AWS

LangGraph
CrewAI
RAG
Semantic Kernel
OpenAI SDK
TypeScript
Node.js
Angular
React
AWS

[01 — About]

14+ yearsshipping softwarenow building agents

Real-time compliance reporting built at Forwood — [Real-time reporting — Forwood]

I've spent 14+ years designing, building, and leading full-stack teams. Today I'm Tech Lead at AGS Technology Consulting, building an AI pipeline that extracts and validates financial data. Before that I led frontend and platform work at Forwood Enterprises, and spent a decade at IBM shipping mobile apps used by retail chains and city governments alike.

In late 2024 I took a career break to focus on health and family. I used the time deliberately: going deep on AI agent architecture — CrewAI, LangGraph, LangChain, and Azure AI Foundry — and building working systems rather than just reading about them, including a multi-agent research assistant and a chatbot proof of concept for a parenting product.

What I bring is that combination: production full-stack and cloud experience, plus hands-on agent-building — and the judgement to make the architectural trade-offs that turn AI capabilities into reliable systems.

Years shipping software: 14+; Years shipping software
Companies: 4; Companies
Load time cut at Forwood: 30%; Load time cut at Forwood
Certified Solutions Architect: AWS; Certified Solutions Architect

[02 — Work]

Selectedwork

Four AI systems, from my current work back through the projects that got me here.

CH 01 · AGS Technology Consulting

AI financial-data extraction pipeline

An LLM-orchestrated pipeline that ingests email, extracts monetary data with AI, and refuses to pass anything that fails a strict validation engine.

Decimal-exact money maths
Cloud-independent CI

/LangGraph
/TypeScript
/Node.js
/Express
/Prisma
/Zod
/Decimal.js

01Email ingestion
02AI extraction (LangGraph)
03Zod schema contract
045-rule validation
05Retry / escalate

CH 02 · Independent

Multi-agent deep research assistant

A LangGraph workflow that researches any topic, with a reviewer agent that checks every draft before it is returned.

Topic → Retrieval over embeddings → Drafting agent → Reviewer / correction agent → Answer

/LangGraph
/RAG
/Vector stores
/Python

CH 03 · POC · 6 weeks

Parenting.ai chatbot

Multiple model providers orchestrated with Semantic Kernel and grounded with Pinecone-backed RAG for accurate, sourced answers.

/Semantic Kernel
/Pinecone
/OpenAI
/Anthropic
/Ollama

01Question
02Semantic Kernel planner
03Pinecone retrieval
04OpenAI · Anthropic · Ollama
05Sourced answer

CH 04 · Forwood Enterprises

AI-powered checklist platform

Enterprise safety tool on the OpenAI SDK with RAG-backed content, multi-language support and live dashboards — built as a micro-frontend.

30% faster load times
40% faster rollouts
5+ new markets

/Angular
/Node.js
/OpenAI SDK
/AWS
/Micro-frontends

Safety+ home screen, localised into Finnish

Compliance dashboard with advanced filters

[03 — Experience]

Where I'veshipped

Sep 2025 — Present
Senior Full Stack Developer / Tech Lead
AGS Technology Consulting · Remote
- Defined a phased, testable build roadmap — local-first development, then cloud infrastructure — so core AI logic was validated before adding distributed-system complexity.
- Built a TypeScript/Node.js backend (Express, Prisma) with a schema-first Zod data contract shared across ingestion, extraction and validation layers.
- Designed a 5-rule financial validation engine on Decimal.js to guarantee the mathematical integrity of AI-extracted monetary data.
- Set up a test strategy of unit, LangGraph state-machine (retry/escalation) and synthetic MIME-email integration tests, enabling cloud-independent CI.
Nov 2024 — Sep 2025
Career break · Independent AI development
Self-directed · Delhi, India
- Built an AI-driven service across OpenAI, Anthropic and Ollama models.
- Semantic Kernel + RAG over a Pinecone vector store.
- Multi-agent research workflow in LangGraph with a reviewer/correction agent.
- AI chatbot proof of concept for parenting.ai — a 6-week build.
- Contributed to open-source projects alongside personal development work.
Jan 2023 — Oct 2024
Senior Full Stack Developer / Tech Lead
Forwood Enterprises · Hyderabad
- Built a checklist platform on the OpenAI SDK with RAG, AI-powered multi-language support and dashboard reports, on Angular, Node.js, AWS and micro-frontends.
- Cut load times 30% through lazy loading, caching and bundle optimisation; integrated CI/CD with Jenkins and AWS.
- Reusable libraries with Angular, RxJS and SSR → 40% faster feature rollouts into 5+ new international markets.
- Built a real-time reporting feature with ECharts, Lambda, OpenSearch, S3 and CloudFront.
- Mentored the team on Agile, NgRx, and test coverage with Jest, Jasmine and Cypress.
Safety+ home screen, localised into Finnish with AI-powered multi-language support1 / 6
Jul 2012 — Dec 2022
Mobile Application Developer
IBM India Pvt Ltd · Noida
- Shipped the Food Lion and Hannaford mobile apps with Angular, Ionic, React Native and Cordova.
- Built barcode scanning, a Dialogflow chatbot, TensorFlow object detection and Google Maps integration.
- Led modules for Lodha Smarter City and Surat Municipal Corporation.
- Drove testing with Jasmine/Karma and frontend performance work that cut app latency.
Food Lion app — clip digital coupons to your account1 / 2
Jan 2011 — Jun 2012
Software Developer
Sify Software Ltd · Delhi
- Built core modules for the Electronic Product Distribution System using Java and PostgreSQL.
- Worked across the full SDLC, delivering updates aligned with client goals.

[04 — Skills]

Thetoolkit

[AI & agents]

LangGraph
CrewAI
LangChain
Azure AI Foundry
OpenAI SDK
Semantic Kernel
RAG
Pinecone
Multimodal extraction
TensorFlow

[Frontend & mobile]

Angular
React
Next.js
React Native
Ionic
RxJS
NgRx
TypeScript
JavaScript
HTML5 / CSS3
ECharts

[Backend & data]

Node.js
Express
Prisma
Zod
Decimal.js
PostgreSQL
DynamoDB
OpenSearch
Java

[Cloud & DevOps]

AWS
Lambda
EC2 / S3
API Gateway
CloudFront
Azure
GCP
Vercel
Jenkins
CI/CD
Micro-frontends

[Testing & quality]

Jest
Jasmine
Karma
Cypress
State-machine tests
Synthetic integration tests

[05 — Beyond the code]

Credentials& off the clock

[Certified & educated]

Apr 2025

AWS Certified Solutions Architect – Associate

Amazon Web Services

2004 — 2008

B.Tech, Computer Science

Uttar Pradesh Technical University, Lucknow

[Languages]

English: Advanced (C1)
Hindi: Advanced (C1)
Punjabi: Advanced (C1)
German: Beginner (A1)

[Off the clock]

Fitness

Aerobics keeps the energy up and the head clear.

Gardening

Patient, iterative work — a lot like shipping software.

Travel

Exploring the world, one new city at a time.

Available for new roles

Let's buildsomething real

Open to Senior Full Stack, Tech Lead and AI Engineering roles. Based in Delhi, India — open to remote.

amar1087@gmail.com