AI Software Engineer

Farwah Fatima

Building AI-driven products, end to end.

I work across AI and backend engineering, and have been part of products spanning cloud security, retail, and consulting. I've shipped end-to-end solutions that turn AI capability into real business value.

Farwah Fatima
About

A closer look

Though I'm not from a computer science background, I was lucky to connect with great people in tech. In 2021, I set out to learn programming and the fundamentals of AI - a whole new domain for me. In 2022, I got the chance to teach programming to young minds. From 2023 onward, I dove into real-world problems and that's when I started putting in more effort because I wasn't just learning anymore - I was becoming part of something with an impact on the world. These days, alongside the technical work I put just as much focus into understanding the business and user needs behind a problem so the solutions I build serve both.

3+

Years in the industry

AI

Software Engineer

Full-Stack

End-to-end delivery

Experience

Where I've worked

Full Stack Engineer

Arrowster

Mar 2026 — Present

  • Working on system architecture design.
  • Building out core systems end to end.

AI Software Engineer

Atompoint

Aug 2025 — Feb 2026

  • Led the Cloudnosys MCP chatbot - graph-based tool access, GPT-5.2, deployed on Cloud Run.
  • Added structured widget-output tools with intent-based prompt switching.
  • Extended Cartography with 60+ node types across AWS, GCP, and Azure.
  • Automated signature, findings, and issue-generation workflows across AWS, GCP, and Azure.
  • Built an SSE-streaming remediation assistant that recommends fixes and CLI commands.

AI Software Engineer

1PercentLabs

Feb 2024 — Jul 2025

  • Rebuilt and optimized 9 core features of Property Security AI, benchmarked against competing platforms.
  • Shipped a monthly reporting flow with model of openai validated Property Product APIs.
  • Built the FICA document workflow backend, integrating Finch and PandaDoc.
  • Delivered backend and AI features across 5+ products alongside the sales team.

Python Instructor

UTech

Aug 2022 — Jul 2024

  • Designed a Python curriculum spanning fundamentals to advanced concepts - lists, tuples, functions, loops, decorators, and OOP.
  • Built hands-on projects, including a calculator and a snake-and-water-gun game, to connect programming concepts to real-world use.
  • Ran topic-wise assessments throughout the course and a comprehensive final evaluation at its close.
Projects

Selected work

Agent Chatbot

AI Agent Chatbot

Developed an agentic workflow using the OpenAI SDK agents, improving response accuracy by filtering precise data from the database based on user queries. Built an asynchronous API for background task processing.

Python OpenAI SDK FastAPI Async
POS System

Point of Sale System

Built a POS system using REST APIs for authentication, sales, purchases, products, expenses, customers, and dashboard functionality. Integrated the backend with a frontend using jQuery and Ajax.

Python Django jQuery Ajax
Cloudnosys MCP Chatbot

Cloudnosys MCP Chatbot

Led development of the Cloudnosys MCP chatbot, redesigning tool-based access to graph data with node-label discovery and relationship mapping for accurate Cypher query generation. Integrated GPT-5.2 and deployed to Cloud Run on GCP, with tools returning structured widget outputs or conversational responses based on user intent.

Python FastAPI GCP Cloud Run Docker
Contact

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