Hi there π
Welcome to my GitHub repository showcasing my journey as a skilled software developer with a focus on data science. With over 5 years of experience, I have honed my skills in both software engineering and data analysis, and this portfolio serves as a testament to my capabilities.
About Me
I am a passionate and dedicated software developer with a strong background in data science. My journey in the field has allowed me to work on a diverse range of projects, from building robust software applications to extracting meaningful insights from complex datasets.
π Projects
1. Machine Learning-Powered Sales Prediction
Description: Developed a machine learning model to predict sales trends for a retail company, achieving 95% accuracy. The model utilized various regression techniques and was deployed as a web application using Flask.
Technologies: Python, scikit-learn, Flask, Pandas, Matplotlib
2. Sentiment Analysis of Social Media Data
Description: Conducted sentiment analysis on Twitter data to understand public opinion about a new product launch. Built a dashboard displaying real-time sentiment trends using natural language processing (NLP) techniques.
Technologies: Python, NLTK, Tweepy, Plotly, Dash
3. E-commerce Website with User Personalization
Description: Led a team to develop a personalized e-commerce platform that recommended products based on user behavior and preferences. Implemented collaborative filtering algorithms and integrated them into the website's frontend.
Technologies: Python, Django, JavaScript, HTML/CSS, PostgreSQL
4. Automated Data ETL Pipeline
Description: Created an end-to-end automated ETL pipeline for a healthcare company to process and analyze patient data. The pipeline extracted, transformed, and loaded data into a database, enabling faster and more accurate reporting.
Technologies: Python, Apache Airflow, SQL, Pandas
5. Financial Data Visualization Dashboard
Description: Built an interactive dashboard for visualizing stock market data and financial indicators. Integrated real-time data feeds and provided users with the ability to customize and save their analyses.
Technologies: Python, Dash, Plotly, Yahoo Finance API
Contributions In addition to my personal projects, I have also contributed to open-source data science and software development projects. My contributions reflect my commitment to the community and my desire to enhance existing tools and libraries.
π« Contact
I am open to collaboration, discussions, and new opportunities. Feel free to reach out to me via email at [email protected] or connect with me on LinkedIn.
- Mail: [email protected]
- LinkedIn - https://www.linkedin.com/in/SwethaArgekar
Thank you for visiting my portfolio, and I look forward to connecting with you!
#SoftwareEngineering #ConversationalAI #JavaDeveloper #OpenSourceEnthusiast