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chengmarc/README.md

Marc Cheng - chengmarc.com/main

Hello and welcome. I'm a mathematics specialist, a data scientist, and a world traveler. Download Resume
I hold a Bachelor of Science in Mathematics and specialize in Probability/Statistics.
When I’m not working, I enjoy: 🎬 anime | 🕹️ gaming | 🛹 skateboarding | 🧗‍♂ rock climbing

🛠️ Skills

Things I code with

R Python Jupyter Notebook HTML CSS JavaScript Node.js Solidity
pip Anaconda nvm npm Git Bash MySQL LaTeX Markdown

Frameworks I use

Keras PyTorch TensorFlow Scikit-Learn Matplotlib Seaborn NumPy Pandas

Software-as-a-Service

SAP Microsoft Azure Cloudflare Tableau Amazon AWS Google Colab Google BigQuery

🖥️ Projects

Description Link
State Space Model with MAMBA structure https://github.com/chengmarc/state-spaces-mamba
GPT2 Full Replication https://github.com/chengmarc/gpt-replication
ResNet for CIFAR-10 and CIFAR-100 https://github.com/chengmarc/image-labelling
ConvNet for MNIST https://github.com/chengmarc/image-labelling
ECR-20 Meme Coin https://github.com/chengmarc/ECR-20-memecoin
Quantitative Analysis https://github.com/chengmarc/quant-analysis
Data Crawler for TradingView https://github.com/chengmarc/trade-scan
Data Crawler for CoinGecko https://github.com/chengmarc/gecko-scan

🌐 Contact

GitHub LinkedIn Bilibili Instagram Discord Steam

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  1. chengmarc.github.io chengmarc.github.io Public

    JavaScript

  2. state-spaces-mamba state-spaces-mamba Public

    This repository focuses on MambaSSM, a state-space model that achieves unprecedented accuracy in sequence-to-sequence time series forecasting. By efficiently capturing long-range dependencies and m…

    Python

  3. GPT-replication GPT-replication Public

    A complete replication of the GPT-2 language model from scratch, implemented step by step with guidance from rasbt/LLMs-from-scratch. This project serves as an in-depth exploration of the architect…

    Python

  4. image-labelling image-labelling Public

    This repository aims to replicate well-known results in image labeling using datasets such as MNIST, EMNIST, CIFAR10, and CIFAR100. It focuses on implementing and testing established methods to bet…

    Python

  5. ECR-20-memecoin ECR-20-memecoin Public

    This repository contains the resources and code for creating and deploying an ERC-20 memecoin, including smart contract implementation and deployment steps on the Ethereum blockchain.

    Solidity

  6. misc misc Public

    Repository for miscellaneous projects

    Jupyter Notebook