Data Analytics | Data Engineering | Data Science | Machine Learning & Statistics | Deep Learning | Natural Language Processing | Recommendation Systems
Welcome to my website! I'm Sneha, an experienced data professional passionate about optimizing data processes and infrastructure to drive effective and efficient data-driven solutions.
As a Master's student in Data Science at Texas A&M University, specializing in the Computer Science department, I'm excited to share my academic journey, projects, and research interests with you.
I am diligent in streamlining processes and automating data pipelines, enabling organizations to make the most of their data assets efficiently. Moreover, I have a strong drive for data analytics, leveraging advanced techniques to derive actionable insights and facilitate informed decision-making.
My professional experience combined with my academic expertise in the diverse field of data science, has provided me with a robust foundation in tackling complex data challenges.
So, dive into my projects, and visualization insights, including Big Data Technologies, Machine Learning, Natural Language Processing, and Deep Learning methodologies. Let's connect, exchange ideas, and explore the fascinating world of data together!
Domain Expertise
Throughout my enriching data journey, I have been fortunate to work with a diverse range of technologies that have allowed me to optimize and streamline data processes.
My expertise lies in effectively utilizing powerful tools like Apache Spark, AWS Glue, Lambda, and Azure Data Factory to ensure seamless data ingestion, processing, transformation, and orchestration.
I have successfully managed substantial volumes of data using cloud storage solutions such as AWS S3, RDS, and Azure Blob Storage.
With proficiency in both SQL and NoSQL databases, I possess the skills to ensure data integrity and scalability.
By developing robust ETL pipelines, implementing rigorous data quality checks, and harnessing the potential of automation, I consistently deliver reliable and scalable data solutions that drive impactful outcomes.
I possess strong visualization skills that allow me to effectively communicate insights and tell compelling data-driven stories.
I am experienced in using various visualization tools, including Tableau and Power BI, to leverage their powerful features in designing captivating visualizations, applying advanced analytics, and enabling interactive data exploration through impactful Dashboards.
I am proficient in programming languages such as Python and R, which enable me to efficiently manipulate and analyze data. Leveraging tools like SQL, Tableau, and Power BI, I can perform advanced data querying, and generate visualizations that effectively communicate findings.
Through effective communication and storytelling, I am able to present actionable recommendations to stakeholders.
With a strong foundation in algorithms, statistical modeling, and data preprocessing techniques, I can effectively train and evaluate machine learning models.
My proficiency extends to deep learning frameworks such as TensorFlow and PyTorch, enabling me to build and deploy sophisticated neural networks.
Leveraging these tools, I have successfully tackled diverse challenges, including image classification, natural language processing, and predictive modeling.
By leveraging machine learning and deep learning techniques, I have the ability to extract valuable insights, make precise predictions, and drive data-informed decision-making.