Ghayur Hamza

Shorthills AI

06.2023 - Current

Built functional system for a chat bot to return custom responses and structured output using Python and Django Rest Framework which was earlier done by generative AI. This reduced the cost to generate structured output and allowed use of gen AI for other activity like data extraction.
Built databases and table structures for the application using Django ORM and MySQL.
Developed and integrated multiple API endpoints using django which supported key features like user authentication, data retrieval and CRUD operations.
Figured out key information related to structured output which helped in understanding the requirements better.
Used Langchain and prompt engineering to reduce time taken in output generation by 50%.
Used combination of react, javascript and django to add multiple functionalities to the web application like user login, sending mail, page screenshot, extract information from session.
Authored comprehensive API documentation and usage guides, facilitating smoother integration and onboarding for team members and third-party developers.
Collaborated on stages of systems development lifecycle from requirement gathering to production releases.
Collaborated with project managers to select realistic coding milestones on pre-release software project development.

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