I am an aspiring data scientist with a forward-looking mindset, driven by a systematic approach to learning and a strong commitment to technical depth. My work revolves around data analysis, machine learning, automation systems, and building intelligent tools that solve real problems.

• Data Science & Machine Learning
  Feature engineering, model building, evaluation, optimization, visualization.

• Mathematics for ML & Quantitative Thinking
  Linear algebra, probability, statistics, vector spaces, matrix transformations.

• Python Ecosystem
  NumPy, Pandas, Matplotlib, Scikit-Learn, SQL, automation scripts.

• Deep Learning Foundations
  LSTM/GRU preparation, time-series modeling, data pipelines.

• MLOps Tools
  MLflow, DVC, W&B, Airflow fundamentals.

• Automation Projects
  Personal assistant systems using FastAPI, message automation, search automation, and workflow orchestration.

• Python
• R (statistics focus)
• C/C++ (DSA + system-level understanding)

• EDA, preprocessing, pipelines
• Statistical modeling
• Machine learning algorithms
• Feature engineering
• Time-series forecasting

• SQL
• MLflow
• DVC
• Airflow
• lakeFS
• FastAPI

• Git | GitHub
• Jupyter | Colab
• VS Code
• Grafana basics (monitoring & dashboards)
• W&B (experiment tracking)

• I prefer clean logic, structured thinking, and consistent experimentation.
• Every project I build is aimed at clarity, reproducibility, and long-term scalability.
• I believe data science is not just about training models — it's about designing intelligent systems.

• Advancing into core ML algorithms deeply
• Preparing for full ML mastery by mid-2025
• Building automation systems with FastAPI
• Exploring cuML for GPU-accelerated ML
• Strengthening vector/matrix intuition for high-level ML and quantitative finance

• Launch a YouTube channel on Data Science & ML
• Showcase real projects, intuition breakdowns, and clear teaching
• Publish open-source DS/ML utilities and automation tools

Email: rahulkate173@gmail.com
LinkedIn: https://www.linkedin.com/in/rahul-kate-775437325

Feel free to check my repositories, collaborate, or discuss ideas. I'm always open to building something meaningful.