Open to opportunities

shreya chavan

@shreyachavan

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M Tech Computer Science student with expertise in data analysis.

India

Message

What I'm looking for

I am seeking opportunities that allow me to apply my analytical skills in a collaborative environment, focusing on data-driven decision-making and innovative problem-solving.

I am currently pursuing my M Tech in Computer Science and Engineering at Vellore Institute of Technology, where I am honing my skills in programming, data analysis, and machine learning. My academic journey has equipped me with a solid foundation in technical and analytical skills, which I am eager to leverage to solve real-world problems.

During my internship at Seerlink Analytics Pvt Ltd, I gained hands-on experience in data cleaning, preprocessing, and exploratory analysis. I contributed to model evaluation and optimization, enhancing prediction accuracy. My projects, including Traffic Congestion Prediction and Sales Forecasting, showcase my ability to apply machine learning techniques to deliver data-driven solutions.

Experience

Work history, roles, and key accomplishments

Loan Default Prediction Developer

Self-Employed

Jun 2022 - Jul 2022 (1 month)

Designed a predictive model to identify potential loan defaulters for NBFCs, creating an analytical tool with filters for efficient summarization and actionable insights for risk mitigation.

Python Machine Learning Predictive Analytics Data Analysis Risk Mitigation Filtering

Sales Forecasting Developer

Self-Employed

May 2022 - Jun 2022 (1 month)

Created a forecasting model using Python and Power BI to predict global beer sales volume for Stallion & Co., aiding in production and distribution planning through EDA and linear regression.

Python Power BI Forecasting Data Analysis Statistical Analysis Pre Production Planning

Traffic Congestion Prediction Developer

Self-Employed

Apr 2022 - May 2022 (1 month)

Developed a machine learning solution to predict traffic congestion in Bangalore and recommend optimal paths using the A* algorithm, while building a web app with Flutter and Node.js for real-time insights.

Python Flutter Node A* Algorithm Machine Learning Web Development Data Analysis

Data Science Intern

Seerlink Analytics Pvt Ltd

Dec 2021 - Feb 2022 (2 months)

As a Data Science Intern, I performed data cleaning, preprocessing, and exploratory analysis to prepare datasets. I also supported model evaluation and optimization to improve prediction accuracy.