Shruti Vihol
Toronto,ON
Summary
Skilled Python Developer and Data Analyst with 2 years of experience in building scalable applications and analyzing data to drive business insights. Proficient in Python, API development, and data analysis using SQL, Power BI, and Tableau. Seeking a role to leverage my expertise in both development and data analysis for impactful solutions.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Data Analyst
DRC Systems
Gandhinagar, Gujarat
04.2022 - 10.2022
- Performed detailed data analysis to identify trends, patterns, and actionable insights from large datasets
- Implemented and optimized data collection methodologies, ensuring accuracy, integrity, and consistency
- Collaborated with cross-functional teams to establish KPIs and align analytical strategies with business objectives
- Applied statistical techniques such as regression analysis, hypothesis testing, and data mining to inform data-driven decisions
- Partnered with IT to enhance data infrastructure, improving data accessibility and reporting processes.
Python Developer
Ebrious Private Limited
Gandhinagar, Gujarat
01.2021 - 03.2022
- Designed, developed, and maintained web applications using Python, Flask, and Django frameworks
- Created RESTful APIs for data processing and integration with front-end systems
- Optimized data pipelines and automation scripts using Python to increase processing efficiency
- Collaborated with cross-functional teams to integrate third-party services and APIs for enhanced application functionality
- Implemented unit testing to ensure software quality, improving test coverage by 30%.
Education
Artificial Intelligence and Machine Learning -
Lambton College
Toronto, Canada12.2024
Bachelor of Engineering in Computer Science -
Gujarat Technological University
Gujarat, India12.2022
Skills
- Python
- SQL
- C#
- HTML
- CSS
- Machine Learning
- Data Visualization
- Predictive Modeling
- Deep Learning
Certification
- Python programming - Coursera
- Data science and Machine learning - Udemy
Projects
Sales Performance Analysis
- Analyzed sales data to identify key factors impacting performance across product lines, regions, and customer demographics.
- Applied regression analysis and statistical modeling to evaluate the impact of pricing, promotions, and customer satisfaction on sales.
- Created interactive dashboards in Power BI, allowing stakeholders to track performance metrics and make data-informed decisions.
Mental Health Chatbot
- Developed a chatbot to provide mental health support by leveraging natural language processing (NLP) and machine learning techniques.
- Integrated user input analysis for personalized, responsive support while ensuring compliance with data privacy regulations.
- Collaborated with developers to optimize the AI model for real-time user interaction and response accuracy.
Spotify Music Genre Classification
- Developed a machine learning model to classify songs into different music genres based on Spotify dataset features such as tempo, energy, and causticness.
- Preprocessed and cleaned large datasets using Python libraries like Pandas and NumPy.
- Applied classification algorithms like Decision Trees, Random Forest, and Support Vector Machines (SVM) to improve model accuracy.
- Utilized data visualization tools to present the classification results and insights about genre trends to stakeholders.
Timeline
Data Analyst
DRC Systems
04.2022 - 10.2022
Python Developer
Ebrious Private Limited
01.2021 - 03.2022
Artificial Intelligence and Machine Learning -
Lambton College
Bachelor of Engineering in Computer Science -
Gujarat Technological University
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