Skip to content
View TimTam672's full-sized avatar
0 followers · 1 following

Block or report TimTam672

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
TimTam672/README.md

About me

A passionate and results-driven Data Analytics graduate specialized in Advanced Machine Learning, NLP, and Computer Vision. I excel at engineering predictive models to drive data-driven product development and algorithm optimization. Beyond building models, I specialize in analyzing complex datasets and constructing interactive dashboards that reveal trends, anomalies, and hidden patterns while prioritizing a seamless user experience.

🛠️ Technical Stack

🧠 Languages & AI Frameworks

  • Languages: Python, R, SQL
  • Machine Learning: Scikit-Learn, XGBoost, LightGBM (LGBM), CatBoost, HyperOPT
  • Deep Learning: PyTorch, Generative AI, Computer Vision, OpenCV, Natural Language Processing
  • Data Science Essentials: NumPy, SciPy, Pandas, Matplotlib, Seaborn

📊 Data Pipelines & Analytics

  • Dashboards & BI: Power BI, Streamlit
  • Data Engineering: Web Scraping, Power Query, Microsoft Access
  • Automation: Excel VBA, LangChain, n8n

Pinned Loading

  1. Olist-PowerBI-ML-Pipeline-Kmeans-NLP-TimeSeries Olist-PowerBI-ML-Pipeline-Kmeans-NLP-TimeSeries Public

    An end-to-end data intelligence framework for the Olist ecosystem (15.49M BRL). Features dynamic Power BI dashboards alongside advanced analytical tracks using RFM + K-Means clustering, neural tran…

    Jupyter Notebook 1

  2. Kaggle-Data-Science-Portfolio Kaggle-Data-Science-Portfolio Public

    A centralized portfolio of Kaggle notebooks and competitive Data Science solutions. Features end-to-end ML pipelines including advanced EDA, feature engineering, hyperparameter tuning, and voting e…

    Jupyter Notebook 1

  3. r-visualization-project r-visualization-project Public

    An interactive exploratory data analysis (EDA) and advanced visualization project in R investigating 30,000 credit card default histories in Taiwan. Uses PCA feature screening, LOESS smoothing curv…

    HTML 1

  4. A-Comparative-Review-of-Bio-LLM A-Comparative-Review-of-Bio-LLM Public

    A comparative review of protein and DNA foundation models (Biological Large Language Models) for AI-driven scientific discovery, analyzing transformer architectures, tokenization strategies, and do…

    1

  5. Deep-Learning-enabled-Prediction-of-Disordered-Protein-Regions- Deep-Learning-enabled-Prediction-of-Disordered-Protein-Regions- Public

    Predicting intrinsically disordered protein regions (IDRs) using a hybrid 3x CNN + 5x Multi-Head Attention deep learning architecture and high-dimensional ESM-2 language model embeddings combined w…

    Jupyter Notebook 1

  6. Yusen-Logistics-PowerBI-Dashboard Yusen-Logistics-PowerBI-Dashboard Public

    Two distinct enterprise-grade Power BI dashboards (Public & Internal) engineered for corporate logistics analytics. Features comprehensive financial health auditing, multi-layered SGA treemap track…

    1