Hi, I’m York Yong a.k.a @yYorky 👋

👀 Passionate about leveraging data science, analytics, and machine learning to drive innovation and informed decision-making.

🌟 Aspiring AI Engineer and Data Scientist with a keen interest in natural language processing, demand forecasting, and new developments in AI.

🎓 Currently pursuing a Master's in IT in Business (Analytics Track) at Singapore Management University, with a strong focus on AI, machine learning, and operations analytics.

🔭 Current Projects and Interests:

AI and Data Science: Exploring innovative approaches to demand forecasting, real-time market data prediction, and text analytics.
Natural Language Processing (NLP): Developed and showcased innovative demo projects, including Retrieval-Augmented Generation (RAG) chatbots designed for dynamic interaction, implemented agentic workflows structured with Pydantic for generating and validating financial reports, and created a voice-enabled RAG assistant for more intuitive and accessible user interactions.
Creative AI: Developing AI-generated images using FLUX.

💼 Professional Background:Former CFO at Decathlon Singapore with 10 years of finance business partnering experience, now applying my financial and business acumen to the world of AI and data science.

🌱 Always Learning:

Enhancing skills in PySpark, AutoGluon, and time-series modeling.
Experimenting with Open source Llama models, Chatbot demos using Groq + Streamlit, and new developments in AI.
Engaging in Kaggle competitions to refine predictive modeling skills.

📧 Let’s Connect! Feel free to reach out if you’re interested in collaborating, exchanging ideas, or discussing how AI and data science can transform industries.

Let's transform data into meaningful insights!

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Hi, I’m York Yong a.k.a @yYorky 👋

Let's transform data into meaningful insights!

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Name		Name	Last commit message	Last commit date
Latest commit History 299 Commits
README.md		README.md
abalone-regression-baseline.ipynb		abalone-regression-baseline.ipynb
aspect-based-sentiment-analysis-llama-ft.ipynb		aspect-based-sentiment-analysis-llama-ft.ipynb
aspect-based-sentiment-analysis-with-llama-3-1.ipynb		aspect-based-sentiment-analysis-with-llama-3-1.ipynb
bank-churn-eda-insights-through-data.ipynb		bank-churn-eda-insights-through-data.ipynb
car-price-prediction-xgboost-catboost.ipynb		car-price-prediction-xgboost-catboost.ipynb
churn-prediction-ensemble-learning-v2.ipynb		churn-prediction-ensemble-learning-v2.ipynb
churn-prediction-ensemble-w-cb-xgb-lgbm.ipynb		churn-prediction-ensemble-w-cb-xgb-lgbm.ipynb
churn-prediction-with-xgboost-v2.ipynb		churn-prediction-with-xgboost-v2.ipynb
churn-prediction-with-xgboost.ipynb		churn-prediction-with-xgboost.ipynb
defective-steel-plate-catboost.ipynb		defective-steel-plate-catboost.ipynb
defective-steel-plate-ensemble.ipynb		defective-steel-plate-ensemble.ipynb
defective-steel-plate-xgboost.ipynb		defective-steel-plate-xgboost.ipynb
eda-on-data-science-job-salaries.ipynb		eda-on-data-science-job-salaries.ipynb
eda-on-demographics-features.ipynb		eda-on-demographics-features.ipynb
exploratory-data-analysis-traffic-volume.ipynb		exploratory-data-analysis-traffic-volume.ipynb
exploring-cifar-10-w-mlp-cnn-resnet.ipynb		exploring-cifar-10-w-mlp-cnn-resnet.ipynb
exploring-eeg-a-beginner-s-guide.ipynb		exploring-eeg-a-beginner-s-guide.ipynb
fork-of-defective-steel-plate-lgbm.ipynb		fork-of-defective-steel-plate-lgbm.ipynb
gemma-trial-ace-a-data-science-interview.ipynb		gemma-trial-ace-a-data-science-interview.ipynb
global-superstore-dataset-data-exploration.ipynb		global-superstore-dataset-data-exploration.ipynb
housing-price-prediction-data-eda-ml.ipynb		housing-price-prediction-data-eda-ml.ipynb
introduction-to-bayesian-learning.ipynb		introduction-to-bayesian-learning.ipynb
logistic-regression-in-action-titanic-survival.ipynb		logistic-regression-in-action-titanic-survival.ipynb
m5-forecasting-autogluon-1series.ipynb		m5-forecasting-autogluon-1series.ipynb
m5-forecasting-autogluon-m1a5.ipynb		m5-forecasting-autogluon-m1a5.ipynb
m5-forecasting-autogluon-scalability.ipynb		m5-forecasting-autogluon-scalability.ipynb
m5-forecasting-baseline-recursive.ipynb		m5-forecasting-baseline-recursive.ipynb
m5-forecasting-recursive-lgbm-lr-2.ipynb		m5-forecasting-recursive-lgbm-lr-2.ipynb
monthly-mrt-traffic-data-exploration.ipynb		monthly-mrt-traffic-data-exploration.ipynb
notebook5f7933698f.ipynb		notebook5f7933698f.ipynb
obesity-risk-eda.ipynb		obesity-risk-eda.ipynb
obesity-risk-feature-engineering-ensemble.ipynb		obesity-risk-feature-engineering-ensemble.ipynb
obesity-risk-xgboost-baseline.ipynb		obesity-risk-xgboost-baseline.ipynb
online-ad-click-eda.ipynb		online-ad-click-eda.ipynb
regression-flood-prediction-ensemble.ipynb		regression-flood-prediction-ensemble.ipynb
s4e10-loan-approval-prediction-automl.ipynb		s4e10-loan-approval-prediction-automl.ipynb
s4e10-loan-approval-prediction-ensemble.ipynb		s4e10-loan-approval-prediction-ensemble.ipynb
s4e11-depression-prediction-ensemble.ipynb		s4e11-depression-prediction-ensemble.ipynb
santander-churn-eda-logregression-baseline.ipynb		santander-churn-eda-logregression-baseline.ipynb
santander-churn-eda-xgboost-baseline.ipynb		santander-churn-eda-xgboost-baseline.ipynb
sentiment-analysis-with-llama-3-1.ipynb		sentiment-analysis-with-llama-3-1.ipynb
spaceship-titanic-random-forest.ipynb		spaceship-titanic-random-forest.ipynb
spaceship-titanic-xgboost.ipynb		spaceship-titanic-xgboost.ipynb
wids-datathon-predicting-timely-treatment-v3.ipynb		wids-datathon-predicting-timely-treatment-v3.ipynb
wids-datathon-predicting-timely-treatment-v4.ipynb		wids-datathon-predicting-timely-treatment-v4.ipynb
wids-datathon-predicting-timely-treatment.ipynb		wids-datathon-predicting-timely-treatment.ipynb
wids-datathon-tensorflow.ipynb		wids-datathon-tensorflow.ipynb

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Hi, I’m York Yong a.k.a @yYorky 👋

Let's transform data into meaningful insights!

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