Joshua Ip Email & Phone Number

• Selected ProjectsCartoonizing Images with Computer VisionWebapp: https://tinyurl.com/ipjoshua-cartoon-CVGitHub: https://github.com/ipjoshua1483/cartoonize_image_with_computer_visionAWS, Flask, OpenCV, Computer Vision.
• Utilized OpenCV for image processing via Computer Vision; k-means clustering for color quantization
• Deployed web application with Flask and intuitive front-end interface with HTML/CSS for user experience
• Deployed with AWS with knowledge of cloud architecture and Linux-based server managementReinforcement Learning on Ising SystemGitHub: https://github.com/ipjoshua1483/Reinforcement-Learning-on-Ising-SystemPyTorch, LLMs.
• Applied Proximal Policy Optimization & Evolutionary Optimization (NEAT) on sparse reward system
• Utilized Prompt Engineering with LLMs for quality image generation to elevate reader comprehensionDeep Learning for Biomanufacturing on MarsGitHub.

• Python, PyTorch, LLMs, Prompt Engineering, Bayesian Optimization, Linux, Bash, YAML
• Publications accepted for NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty (spotlight/invited talk); accepted for AAAI 2025
• Deployed scalable PyTorch framework for human-in-the-loop/human-AI Bayesian Optimization
• Probabilistic Modeling via Gaussian Processes for predicting objectives and user behavior modeling
• Parallelized code in Linux high-performance computing clusters via Bash scripts and YAML data files

• TensorFlow, Pyomo, SQL, Excel VBA, Deep Learning, Optimization, Clustering, Data Science, Data Analysis
• Aggregate data with SQL and cleaned/interpolated missing experimental data using Excel VBA
• Deployed Pyomo Mixed-Integer Non-Linear Program with hierarchical clustering for labeling data
• Developed Deep Learning framework in TensorFlow to map features to labeled compounds

Doctor Of Philosophy - Phd, Chemical And Biomolecular Engineering

2022 - Present

Master Of Engineering - Meng, Chemical Engineering, First Class Honors

2018 - 2022 Dean's List