Abhi Panchami

I am currently in my final year of pursuing a Bachelor of Technology degree with a specialization in Computer Science, and I am actively on the lookout for full-time employment opportunities that align with my skills and interests. My enthusiasm for working with data is evident in my strong passion for extracting meaningful insights from various datasets, which I find both challenging and rewarding. In addition to my data analysis skills, I have also focused on developing interactive dashboards that effectively communicate these insights to users in an engaging manner.

Furthermore, I have gained valuable experience in the field of UI/UX design, which has equipped me with a solid understanding of how to create user-friendly interfaces that enhance the overall user experience. This combination of skills in data analysis and design positions me well for a role where I can contribute to innovative projects and collaborate with diverse teams.

Projects

• Machine Learning Model Comparison, October - November 2024

◦ Conducted an in-depth assessment of various machine learning algorithms, including SVM (Support Vector Machine), Naive Bayes, Decision Tree, and Logistic Regression to determine their effectiveness.

◦ Evaluated key performance metrics such as Accuracy, Precision, Recall, F1 Score, and Error Rate by utilizing the R programming language to ensure rigorous analysis.

◦ Visualized the performance metrics through various graphical representations, enabling the clear identification of strengths and weaknesses of each model for easy comparison.

◦ Compiled a comprehensive report that included an analysis of the algorithms, relevant academic literature, and significant findings from the experiments.

◦ Tech: R, Machine Learning, Model Evaluation, Data Visualization, enabling a robust analytical framework to drive decision-making.

• Data Analysis Dashboard in Tableau, February - March 2024

◦ Designed and developed a sophisticated Tableau dashboard aimed at analyzing and visualizing sizable datasets, providing interactive insights to users.

◦ Leveraged various interactive features within Tableau to help uncover valuable insights and trends, making complex data more understandable and accessible.

◦ Successfully integrated multiple data sources into the dashboard while meticulously ensuring data accuracy and integrity across all visualizations presented.

◦ Tech: Tableau, Data Visualization, Dashboard Design, contributing to a more informed decision-making process through visual analytics.

• IPL Dashboard in Excel, October - November 2023

◦ Created a dynamic and interactive Excel dashboard specifically designed to present IPL match statistics and player performance metrics in an engaging manner.

◦ Utilized advanced Excel functions, pivot tables, and various charting tools to perform thorough data analysis, allowing for easy interpretation of the data trends.

◦ Incorporated user-friendly interactive elements such as dropdown menus to enhance user engagement and ensure a more personalized experience when navigating the dashboard.

◦ Tech: Microsoft Excel, Data Analysis, facilitating a user-centric approach to data interpretation and showcasing real-time statistics effectively.

Ongoing: Bachelor's in Computer Science and Engineering, majoring in Data Science with a minor in UI/UX.