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standing-o/README.md

Data Scientist / ML Engineer

Proficient in Problem Framing through Data Analysis and Applying AI-Driven Approaches

🔥 Interest

  • Medical AI Histo/Cyto Pathology , Computer Vision ViT, VLM, Time-series Forecasting LSTM, Transformer
  • NLP LLM, SLM, Audio (Speech), OOD Detection, XAI
  • MLOps, Kafka, FastAPI, Docker, GCP, AWS
  • Mathematical Modelling Dynamics of ODE, PDEs, Topological Data Analysis, Mathematical Data Science, Graph Theory

👉 [Portfolio] | [CV]

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  1. SoH_estimation_of_Lithium-ion_battery SoH_estimation_of_Lithium-ion_battery Public

    State of health (SOH) prediction for Lithium-ion batteries using regression and LSTM

    Jupyter Notebook 208 45

  2. Combined_Dataset_for_Speech_Emotion_Recognition Combined_Dataset_for_Speech_Emotion_Recognition Public

    A collection of dataset consists of a total of 8 English speech datasets for SER

    Jupyter Notebook 14

  3. Machine_Learning_Paper_Review Machine_Learning_Paper_Review Public

    Machine learning Paper review and code implementation

    Jupyter Notebook 5 1

  4. Lengyel-Epstein_Pattern_Classification Lengyel-Epstein_Pattern_Classification Public

    Classification of pattern images based on Lengyel-Epstein model

    Jupyter Notebook 3 1

  5. Stock_Anomaly_Detection_and_Explanation Stock_Anomaly_Detection_and_Explanation Public

    A Deep Learning Approach to US Stock Market Analysis and its Explanation Using Correlation Networks

    Jupyter Notebook 3

  6. standing-o.github.io standing-o.github.io Public

    AI Tech Blog

    SCSS 3