Data Analyst Machine Learning

Meet Vakani

Data Analyst

Scarborough, ON 647-***-**** ad5dpk@r.postjobfree.com

Summary

Data Analyst with 3+ years of experience in collecting, processing, and analyzing complex datasets. Proven ability to translate data into

actionable insights to inform business strategy and decision-making. Adept at utilizing statistical methods, data visualization tools, and

database management to drive operational excellence. Strong analytical and problem-solving skills with a track record of delivering high-

quality data-driven solutions.

Skills

Methodologies: SDLC, Agile, Waterfall

Language: Python, R, SQL, SAS

IDEs: Visual Studio Code, PyCharm, Jupiter Notebook

Packages: NumPy, Pandas, Matplotlib, SciPy, ggplot2, Scikit-Learn, PyTorch, TensorFlow, Keras, Spark

Visualization Tools: Tableau, Power BI, Microsoft Excel

Database: MySQL, SQL Server, Oracle, MongoDB

Other Skills: Data Cleaning, Data Wrangling, Decision-Making, Critical Thinking, Communication Skills, Google Sheets,

Presentation Skills, Problem-Solving, Information Management, ETL Process, ELT Process, AWS, SAP,

Azure, Machine Learning, ERP Process, SD Tables, Google App Script

Operating System: Windows, Linux

Certification

Azure Data Fundamental (Microsoft).

SQL Intermediate and advance (Hackerrank).

ETL, ELT, SQL, Excel, (LinkedIn).

Machine Learning (Kaggle).

Python for data science (Analytics Vidhya).

Education

PG Diploma in Data Science Loyalist College, Ontario, Canada

Bachelor in Information Technology Gujarat Technological University, India

Experience

HCL, Canada Data Analyst March 2023 - Current

Implementing Agile Methodology for building an internal application.

Developed Python script to automate data processing tasks for a firm, reducing data analysis time by 40% and enabling real-time insights

for decision-making processes.

Program a utility in Python that used multiple packages (SciPy, NumPy, pandas).

Utilize Power BI to create various analytical dashboards that help business users to get a quick insight into the data.

Provide continued maintenance and development of bug fixes for the existing and new Power BI Reports.

Perform slicing and dicing of data using SQL and Excel for data cleaning and data preparation.

Using MySQL DB package and Python-MySQL connector for writing and executing several MySQL database queries from Python.

Revamped SQL Server queries to enhance database responsiveness and drive real-time data analysis, leading to a 30% improvement in

reporting accuracy and decision-making capabilities.

Participate in all phases of data mining, data collection, data cleaning, developing models, validation, and visualization.

Maruti Techlabs, India Data Analyst Oct 2019 - Nov 2021

Implemented waterfall method of Software Development Life Cycle methodology for design, development, and implementation.

Worked on IDEs such as Jupyter Notebook and PyCharm.

Implemented Classification using supervised algorithms like Logistic Regression, Decision trees, KNN, and Naive Bayes.

Utilized machine learning algorithms such as linear regression, naive Bayes, Random Forests, K-means, and KNN for data analysis.

Used Pandas, NumPy, Seaborn, SciPy, Matplotlib, and sci-kit-learn in Python for developing various machine learning algorithms.

Orchestrated advanced data cleaning and preparation tasks by applying SQL and Excel methodologies; achieved a 50% reduction in

error rates, ensuring precise and reliable datasets for analysis.

Developed a proof of concept utilizing TensorFlow and Python for object detection and classification from images, resulting in a 40%

decrease in processing time and a 25% increase in accuracy.

Developed Power BI reports and dashboards from multiple data sources using data blending.

Installed and configured PostgreSQL databases and optimized PostgreSQL.

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