👋 I'm Jonathan

Welcome to my Personal Website!

Feel Free to reach out at doredla@umich.edu
Jonathan's Profile Picture

About Me

CS, Math @ UMich

Incoming ML intern @ Amazon

Project Kuiper 🚀

My Projects

I like to build stuff 😊

Smart See

Created mobile app in React Native for customers to identify ethical brands with a snap of a photo

Fast Gradient Sign Attack on ML Model

Exposed how by unperceivable image perturbations, image model accuracies can fall 90%

Algorithmic Trading Bot

Created HFT Stock bot with over 300% returns in 3 year period

Hammy Fit

Built exercise app to custom tailor workouts, give advice through custom trained chatbot, and correct workout form

AI Stock Advisor

Large Language Model Stock Advisor with real-time sentiment analysis and technical indicators via web scrape

Greedy Label Adversarial Reprogramming

Reprogrammed ML Models via greedy label mapping system increasing accuracies by 15%

Coursework

  • EECS 376: Foundations of Computer Science

    Explores theory in algorithms, computability, P vs NP, Cryptography, and randomness in computation.

  • EECS 445: Machine Learning

    Explores regression, neural networks, regularization with an emphasis on mathematical principles.

  • MATH 425: Probability

    Explores conditional probability, independent events, jointly distributed random variables, variance/covariance, etc.

  • EECS 281: Data Structures and Algorithms

    Explores fundamental data structures (stack, queue, etc) and algorithm families (graphs, dynamic programming, etc).

  • EECS 370: Computer Organization

    Explores how instructions are executed by a processor to carry out tasks at a low level, exploring Assembly and C.

  • ROB 204: Human Robot Systems

    Explores how to design robotic systems with human cognition and interaction in mind.

Check me out!