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Baichuan Sun, Ph.D

🎒 Biography

With a diverse background spanning STEM, I bring a unique blend of knowledge and experiences to the table. I hold a Bachelor's degree in Mechanical Engineering from China 🇨🇳, and obtained my PhD in Thermodynamics from NTU, Singapore 🇸🇬. In addition, I have been research student at Tohoku University, Japan 🇯🇵, and participated in a summer school program at Wolfram Research in the US 🇺🇸. After completing a Postdoctoral Fellowship in Computational Nano Physics and Chemistry at CSIRO, Australia 🇦🇺, I transitioned from academia to the consulting industry, where I held roles at McKinsey&Company.

Currently, I serve as a Senior AI/ML Solutions Architect at AWS, where I leverage the power of cloud computing and data-driven methodologies. My role involves delivering strategic business solutions to clients across various industries. I have led challenging projects in diverse areas, including:

  • 📷 Robotics Computer Vision
  • 📈 Time Series Forecasting
  • 🔍 Automatic Financial Audit via OCR
  • 🛒 Product Recommendation System
  • 💵 Price Optimisation
  • 🛩️ Predictive Maintenance
  • 💊 Pharmaceutical Development

One of my passions lies in developing tools that democratize Data Science, enabling stakeholders without technical backgrounds to leverage their proprietary data assets and focus on adding business value.

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📡 SNS

Baichuan Sun's Projects

3dmol.js icon 3dmol.js

WebGL accelerated JavaScript molecular graphics library

adhd_pupil icon adhd_pupil

A resnet50 application towards a dataset of pupil-time series that are labelled as either (dervied from) ADHD or Control.

ai_poet_totoro icon ai_poet_totoro

新手实战:语料爬取、数据处理、数据分析、规则作诗与机器学习写诗

aichpoem icon aichpoem

手把手教你搭建人工智能AI写诗平台,从模型搭建到前后端开发到SEO优化推广

alpha-zero-general icon alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

awesome-cv icon awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

backbone icon backbone

Give your JS App some Backbone with Models, Views, Collections, and Events

bayes-nn icon bayes-nn

Lecture notes on Bayesian deep learning

bayesboost icon bayesboost

Bayesian Optimization using xgboost and sklearn API

beakerx icon beakerx

Beaker Extensions for Jupyter Notebook

bijou icon bijou

A fastai-like framework for training, tuning and probing pytorch models, which is compatible with pytorch_geometric and DGL.

blender-chemicals icon blender-chemicals

Draws chemicals in Blender using common input formats (smiles, molfiles, cif files, etc.)

brine icon brine

Dataset management for computer vision

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