As
the backend
developer on this project, I took ownership of the system's data infrastructure and intelligent
automation features. Working with Python, I architected and implemented the RESTful
API
that powers the entire application, managing database transactions, enforcing business rules, and
coordinating between the CakePHP frontend and various system components.
My most challenging
and
rewarding work involved creating the AI contract resolution system. I integrated
machine learning capabilities to parse uploaded client contracts, automatically extracting key
information like project details, contact information, and compliance requirements. This required
understanding both natural language processing concepts and practical document parsing techniques,
then
translating them into a reliable production feature. Seeing this automation eliminate hours of
manual
data entry validated my problem-solving approach.
I also designed the Profile Creator
interface, building dynamic multi-step forms with real-time validation. This sharpened
my
frontend skills and taught me the importance of user experience—even complex data collection can be
intuitive with thoughtful design.
This project pushed me beyond comfort zones, particularly
in
integrating AI/ML into business workflows and managing complex data relationships. I learned to
balance
technical elegance with practical delivery, collaborating with the team to ensure my backend work
seamlessly supported their frontend development.
