I'm a passionate and driven data professional on a journey to become an end-to-end Data Scientist. My expertise spans the entire data lifecycle, from building robust data pipelines to crafting insightful analytics and developing powerful machine learning models. I thrive on transforming complex data into actionable intelligence.
Here's a breakdown of my core competencies across the data domain:
- Cloud Platforms: Azure (Data Factory, Synapse, Data Lake), AWS (S3, Glue, Redshift)
- Big Data Frameworks: PySpark, Databricks
- Databases: SQL (PostgreSQL, MySQL, MS SQL Server)
- ETL/ELT: Data pipeline development, data warehousing concepts
- Visualization Tools: Tableau, Microsoft Power BI
- Querying: Advanced SQL for data extraction and analysis
- Reporting: Creating interactive dashboards and detailed reports
- Methodologies: Data cleaning, exploratory data analysis (EDA), statistical analysis
- Machine Learning: Supervised and Unsupervised Learning, Regression, Classification, Clustering, Time Series Analysis
- Model Lifecycle: Feature Engineering, Model Training, Evaluation, Deployment Concepts
- Libraries: Scikit-learn, TensorFlow, Keras, Pandas, NumPy, Matplotlib, Seaborn
- Python: Extensive experience in data manipulation, scripting, and ML model development.
- SQL: Expert in complex queries, database design, and optimization.
- R: Proficient in statistical computing and data visualization.
- C: Foundational understanding for system-level programming and performance optimization.
- Embedded C: Experience in microcontroller programming and hardware interaction.
Here are some projects that highlight my capabilities across the data spectrum:
- Deepening my expertise in MLOps and model deployment strategies.
- Exploring advanced topics in Natural Language Processing (NLP) / Computer Vision.
- Actively contributing to open-source projects.
- Enhancing C and Embedded C skills for performance-critical applications.
Feel free to connect with me for collaborations, questions, or just a chat about data!
- https://www.linkedin.com/in/ashoksirugudi/
- ashok.s.code@gmail.com
- My HackerRank Profile: https://www.hackerrank.com/profile/ashok_s_code
- My Kaggle Profile: https://www.kaggle.com/ashoksirugudi