Sangwoo (Jason) Jo Email & Phone Number

대한민국 서울

Leading the team conducting in-depth reviews of past papers/code and presenting research findings https://github.com/Pseudo-Lab/pseudodiffusers- Generative Models in Computer Vision - Diffusion models

대한민국 서울

Samsung Fire & Marine Insurance[AI-Based Insurance Claims Automation](2024.08~)- To be updatedShinhan Securities[Automated Fraud Detection](2024.03~2024.07)- To be updatedMINTIT [AI powered Vision Inspection] (2022.10~2024.02)- Developed classification/detection/segmentation models as an ensemble solution, currently serving 1 million users annually.

대한민국 서울

- Defined and developed the concept of “potential collision rating” for each driver based on logit values derived from a classification model fitted with an accuracy above 70%.- Translated the problem as a signal classification task and utilized a wide variety of Machine Learning/Deep Learning models using Numpy/Scikit-learn/Pytorch frameworks..

대한민국 서울

- Addressed a new approach in handling CLUTRR inductive reasoning task by using BERT-based architecture.- Fine-tuned on a pretrained model by adding an additional fully-connected layer that classifies a relationship given any two entities in a text. - Performed data preprocessing steps for the pretrained BERT model and handled different input lengths using.

영국 런던

- Assisted Professor Buzzard in his Xena Project, which aims to develop a programming language called Lean to prove math problems.- Created an open-source library defining several lemmas(functions)/mathematical terms(classes) regarding GCD and divisibility over integers required to prove the Extended Euclidean algorithm.

Msc In Statistical Science, Distinction

Activities and Societies: Wolfson M2, Wolfson College Boat Club (WCBC)Relevant Courses - Advanced Simulation Methods, Bayes Methods.

Bsc In Mathematics With Statistics, First Class Honours

Activities and Societies: Vice President, Imperial College Consultancy Society (ICCS)Relevant Courses - Algebra, Analysis, Differential.

Education record

Education record