Personal Portfolio - Talha Muhib

Created complex mathematical prompts to challenge AI models on undergraduate-level and graduate-level math problems, including linear algebra, calculus, and number theory
Reviewed and evaluated user-submitted prompts, ensuring quality and providing feedback for improvement in AI model performance
Identified model weaknesses by analyzing responses, contributing to continuous refinement of AI capabilities

Boosted data accuracy by 44% by developing a Python-based synchronization tool using fuzzy matching to merge donor and subscriber contacts across Bloomerang and Constant Contact datasets
Built a Django web app with PostgreSQL and Google Sheets API integration, streamlining used vehicle donations
Authored comprehensive Software Requirements Specification (SRS) documents to clearly define project goals, functional and non-functional requirements, and system design

Guided 280+ students through complex discrete mathematics (CMSC250) topics, resulting in improved understanding and application of formal logic, circuits, mathematical induction, countability of sets, and algorithm run time analysis
Facilitated engaging class discussions for 38 students twice a week, reinforcing lecture concepts and enhancing overall comprehension of discrete mathematics
Provided assistance to over 500 students during office hours, contributing to their improved grasp of course material

Improved car license plate identification accuracy by 20% by developing neural network models with brain.js and TensorFlow
Enhanced user engagement by redesigning the vehicle specifications page with Vue.js, making it mobile-friendly
Reduced customer churn by 20% by creating a subscription cancellation workflow using Firebase, Stripe, and JavaScript

EXPERIENCE