Saad Ullah KhanSaadUllahKhan

Automateley · Australia (Remote)

The only developer on an accounting and tax tool, from the first idea to production.

• Built the whole system on my own: the NestJS backend, the Python layer that runs the AI agents, and the Next.js front end.
• Used Temporal to hand out tasks to the AI agents. Long jobs keep their state, try again after an error, and you can follow every step.
• Built agents that handle tax work, chase client documents, check Division 7A rules and draft legal text. A person checks every result.
• Built a Division 7A agent that reads and checks ledger data from the Xero API on its own. It made compliance reporting 40% faster.
• Added approval steps so a person signs off each agent action, checks that skip repeated model calls to save money, and fixed IDs so a repeated write never creates a duplicate.
• Used PostgreSQL as the main database for every client, and set up the CI/CD that deploys the whole platform.

• Temporal
• Python
• NestJS
• Next.js
• PostgreSQL
• CI/CD

Aurora Solutions · Stockholm, SE

Full products end to end: mobile, web, backend, and the AI features inside them.

• Built the pipeline behind the onboarding assistant. It turns policy documents into small searchable pieces in a vector database, so every answer comes from a real document.
• Built the receipt OCR tool from start to finish: read the photo, pull out the fields, check them, and write them into the HR sheet.
• Wrote the haggling logic for Haggle AI with LangChain and the OpenAI API on a NestJS, PostgreSQL and GraphQL backend, and built the full subscription and payment flow.
• Fine-tuned open source language models with PyTorch and Hugging Face, and prepared the training data: JSONL format, cleaning, removing duplicates, and keeping test data out of training.
• Tested models with task scores and with a model acting as judge, watched the training curves, and shipped AI APIs with FastAPI and Docker.
• Built a full restaurant platform: a React Native app, a Next.js web dashboard and a NestJS backend on PostgreSQL, with sign-in through AWS Cognito.
• Built an event management app in Flutter, with a Node.js and Express backend in TypeScript, MongoDB for data and Firebase for auth.

• React Native
• Flutter
• Next.js
• NestJS
• Node.js
• LangChain
• PyTorch

Developers Den · Islamabad, PK

Trained a Dutch language model that did not exist yet.

• Trained a Dutch GPT-2 model for a client. There was no good Dutch model at the time, so I did the data preparation, the tokenisation, the training and the testing.
• Used AWS Lambda to train and serve the model.
• Built B2B chatbots on custom NLP models. Client engagement went up by 30%.
• Improved how the data was cleaned, which raised intent recognition and context accuracy by 25%.

• Python
• GPT-2
• NLP
• AWS Lambda

FAST-NUCES · Islamabad, PK

Helped first year students learn to find their own bugs.

• Helped students with programming logic, debugging and making their code faster.
• Wrote lab exercises and marked programming assignments.

• C++
• Teaching