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經歷
• Utilized Django, DRF, OpenAI API, Celery, and Redis to define RESTful API endpoints for handling chatbot dialogue summary cards, created custom Django settings for multiple environments (Dev, Test, Prod, etc.), configured Nginx as a reverse proxy and for serving static files, and deployed the whole project on AWS EC2 instances. • Simplified development and deployment with Docker Compose, Make commands for dynamic AWS SSM secrets retrieval, over 90% endpoint test coverage and automated testing via GitHub Actions. • Implemented selection of 10 different prompts on the backend and used React/Recoil and Semantic UI to create dashboards for visual evaluation of GPT-4 prompt performances.
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• Conducted independent research on papers about dataset unfairness mitigation, robust and fair training, Generative Adversarial Networks (GANs), data augmentation and cleaning, data labeling, etc. • Implemented around 30% of the research papers in practical settings, including DCGAN and StyleGAN using Tensorflow and Keras to generate face images.
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學歷
Coursework — Operating Systems, Computer Organization, Algorithms, Data Structures, Programming Languages, Introduction to AI, Machine Learning, ML for Computer Vision, Foundation of Big Data Analytics, Web3@KAIST
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活動
最近活動
獲獎 4
專案 5
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Visual Microphone
2024년 2월 - 2024년 6월 · 5개월
We extracted key words from vibration of thin objects near a sound source captured by phone camera. The project was inspired by 'The Visual Microphone: Passive Recovery of Sound from Video' paper by MIT.
Washik Uddin Ahmed Mollah님과 함께 참여함.
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MyTorch
2023년 9월 - 2023년 10월 · 2개월
• Built my own ML framework similar to PyTorch by implementing equivalent C/CUDA codes that replicate functionalities of PyTorch functions. Utilized CUDA framework to execute computations on the GPU concurrently. • Implemented an inference code for object detection using the Yolo-v2-tiny model.
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GigHub
2023년 5월 - 2023년 6월 · 2개월
• Intuitive UI using React, SASS, ContextAPI, React-Router • Smart contract using Solidity 0.8.9 and used 'thirdweb' to interact with the smart contract • Chatting functionality using latest Firebase Firestore • TOP 1 project at Web3@KAIST
수상
Google Hash Code Qualification
Hash Code is a team programming competition, organized by Google, for students and professionals around the world where they solve engineering problem. Finished top 13% out of 9031 teams.
수상
Silicon Valley Entrepreneurship Program
Our team’s startup proposal was selected as one of 10 teams to participate in an entrepreneurship mentoring program hosted at KAIST. In February 2024, TOP 3 startups will visit, network, and present to Silicon Valley VCs.