Professional Profile

Kinectrics, Toronto

Co-op (Sept 2025 - Current)

QA test on a hybrid detection framework combining RAGAS + uQLM and multi-step self-critique AI chatbot.
Used Open API-key for dynamic (live) and persistent (offline) knowledge retrieval.
Integrate real-time uncertainty triggers to switch between LLMS or prompt strategies mid-generation.
QA testing for faithfulness and hallucination risk using RAGAS and uncertainty using UQLM.

Coordinated and led a cross functional team through end-to-end design where User will be able to enter their personal details and Get Quote for different travel and motor insurance plans.
Planned a custom application where features like policy comparison, policy purchase, claim document submission was implemented.

Gulf Insurance Group Jordan – Motor and Travel Portal for Digital Platform

American Mission Hospital – Patient and Doctor Portal

Led a team of frontend and backend developers to develop portal for Patient and Doctors where historic medical records of patient were saved and viewed by role-based admin, book an appointment and additional feature like Payment Gateway.
Conducted individual and group (JAD) sessions with business stakeholders and technical units. Gathered requirements from client to streamline their legacy database and planning on views to be created from their legacy database to application database. Worked on realizations to realize the series of sequence diagrams also called as interaction diagrams to see how the process works.

Optica - Ecommerce

Managed e-commerce website and mobile app development with features for purchasing, order tracking, cancellations, and returns.
Developed a CMS for admins to manage content and images, and integrated payment gateways for seamless transactions.

Analyzed stakeholders master data and assisted senior developer in designing data models
Implemented SQL queries for data integration and ETL processes.
Applied Python programming skills to build a full-stack insurance portal.
Worked closely with testing team and senior developers to define functionality and resolve issues.
Defined and prioritized tasks by administering brainstorming sessions with technical lead and senior developer.