Machine Learning Big Data

Harshita Vairagade

972-***-**** *******************@*****.*** Addison,Texas www.linkedin.com/in/harshita-vairagade PROFESSIONAL SUMMARY

● Proven ability to collaborate with cross-functional teams to ensure the performance, scalability, and integrity of data solutions, adhering to industry best practices and promoting continuous improvement.

● Passionate about data-driven decision-making, committed to mastering emerging technologies in data engineering, analysis, and data science.

● Expertise in Python, SQL, and big data technologies to design and implement efficient data pipelines, analytical solutions, and predictive models.

● Ensured data quality, security, and accessibility by following best practices in data management, governance, and compliance.

● Contributed across the entire data lifecycle, from extraction and transformation to analysis and visualization, ensuring data integrity and delivering actionable insights.

EDUCATION

University of North Texas, M.S., Computer Engineering (Graduated: Dec 2023) University of Nagpur, B.E, Electronics & Telecommunications Engineering (Graduated: May 2018) CERTIFICATIONS

The Complete Python Bootcamp From Zero to Hero in Python Udemy-2023 SQL and PostgreSQL: The Complete Developer’s Guide Udemy-2024 TECHNICAL EXPERTISE

Programming Languages: Python

Frameworks: Pandas, NumPy, PySpark, Flask, Django

Data Analysis & Visualization Tools: Jupyter, Matplotlib, Seaborn, Plotly, Tableau, Power BI Big Data Technologies: Hadoop, Apache Spark

Database Management: MySQL, PostgreSQL

Data Warehousing: Amazon Redshift, Google BigQuery ETL Tools: Apache Airflow

Cloud Platforms: Amazon Web Services (AWS), Google Cloud Platform (GCP) Machine Learning & AI: Scikit-learn, TensorFlow

Version Control: Git, GitHub

Data Mining & Processing: SQL, PySpark, Hadoop, Apache Hive Operating Systems: Linux, Windows

WORK EXPERIENCE

Data Analyst Intern InData Solution Inc Mar 2024 -Dec 2024

● Worked with senior developers to resolve issues, leading to improved software performance.

● Developed data analysis workflows using Python and SQL to extract actionable insights, while collaborating with cross-functional teams to optimize data collection methods.

● Implemented automated reporting solutions that streamlined data processing workflows, reducing manual effort and improving accuracy in analytical outputs.

Software Developer Raisoni Group Of Institution India Oct 2018 - July 2021

● Expertise in SQL, ETL, and data modeling for efficient data processing.

● Proficient in programming languages such as Python, C++, and SQL.

● Hands-on experience with Big Data technologies, including Hadoop, Spark, and AWS.

● Strong ability to design and launch data models, ensuring privacy, security, and compliance. ACADEMIC PROJECTS

Job Finder Natural Language Processing Mar 2023 - May 2023

● Developed a language model to extract job title, experience level, education level, and job type from job descriptions.

● Applied machine learning and deep learning techniques to classify and compare the results for efficient job matching. Visualizing HR Data for Better Decision-Making Data Visualization Feb 2024 - May 2024

● Developed interactive data visualizations using Power BI, Tableau, Seaborn, and D3.js to improve HR decision-making.

● Analyzed and categorized employee data to streamline recruitment and enhance keyword-matching processes. Sentiment Analysis of Social Media Data Big Data Sep 2023 - Dec 2023

● Developed machine learning models for sentiment analysis of social media data to categorize public opinion and societal trends.

● Analyzed diverse datasets to provide insights into social media trends and public sentiment on various topics.

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