I build AI products end to end: the React interface, the Python service behind it, the data and LLM layer underneath, and the pipeline that ships all of it.
For 6+ years I've shipped production software for fintech, payroll and telecom teams, including Vodafone Idea, Vistra and Niyogin. Frontend is my strongest layer, and I work in the three below it too.
class MujeebAnsari(Engineer):
role = "Full Stack AI Engineer"
based_in = "Mumbai, India · remote worldwide"
experience = "6+ years"
ui = ["React", "TypeScript", "Next.js", "Tailwind", "RTK Query", "Three.js"]
api = ["Python", "FastAPI", "Django", "Node.js", "REST"]
ai = ["LLM APIs", "RAG", "Embeddings", "PostgreSQL", "pgvector"]
cloud = ["Azure DevOps", "Azure", "AWS", "Docker", "Vercel"]
now = "Building AI-assisted products at Vodafone Idea"
open_to = ["Senior Frontend", "Full Stack", "AI Engineering"]
def principle(self) -> str:
return "Own the feature from interface to cloud."L1 /uiInterface |
Design systems, accessibility, role-aware UIs, data dashboards, streaming chat, WebGL | |
L2 /apiServices |
Typed REST APIs, Pydantic validation, JWT auth, OpenAPI docs, response normalisation | |
L3 /aiData & AI |
 |
AI assistants grounded in real data, AI insights on analytics, retrieval pipelines, SQL |
L4 /cloudCloud |
Azure DevOps CI/CD, Azure Static Web Apps, containers, serverless Python + Next.js deploys |
/ui /api /ai /cloud
A full-stack AI product: a Next.js + Three.js frontend and a FastAPI service with a BM25 retrieval pipeline I wrote in pure Python, with optional LLM grounding. One push deploys both. Next.js · React Three Fiber · FastAPI · Pydantic · RAG · VercelLive ↗ · Code ↗ · API docs ↗ |
/ui /api /cloud
Inspections → quality reports → corrective actions across multiple sites. Role-based access for 6 roles from one codebase, RTK Query cache tags that keep every view in sync, and Azure DevOps CI/CD to Azure Static Web Apps. React · TypeScript · Tailwind · RTK Query · Azure DevOpsCase study ↗ · private codebase |
/ui /api /ai · Vodafone Idea
An analytics dashboard with AI insights and a session-aware AI process assistant built on live telecom APIs. It has KPI views, debt-ageing and billing-vs-collections charts, and a normalisation layer over inconsistent upstream data. React · TypeScript · Recharts · LLM APIs · RESTCase study ↗ |
/ui /api · Vistra
Multi-country payroll: pay cycles, payslips, tax and compliance reporting, and admin and employee portals. JWT-secured calls to a .NET API through RTK Query, with HR-system integrations and i18n. React · Redux · RTK Query · TypeScript · i18nProduct ↗ · Case study ↗ |
$ git log --oneline career
a3f9c21 (HEAD -> present) Software Engineer @ Vodafone Idea (Vi) 2024 — now
7be04d8 Senior Frontend Engineer @ Vistra 2023 — 2024
c51e9a0 Frontend Developer @ Psychx86 · Niyogin FinTech 2022 — 2023
19d3f7e Frontend Developer @ Cloudage Software Solution 2021 — 2022
0e8b2c4 UI Developer @ Oblix Technologies 2019 — 2021I'm also the founder of Elite Workforce International, an IT services and design agency for web, mobile, custom software and cloud projects.
