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Tarun Bt
Karnataka, India0 followers0 following
- About
- Bachelor's
- Target
- Duolingo
Male
Karnataka, India
Work ExperienceWeb Developer
Exposys Data Labs - Internship
Sep 29, 2023 - Oct 28, 2023 · 1 mo
Karnataka, India
* During my internship at Exposys Data Labs, I created "Mass Mail Dispatcher", a web tool to manage mass email communication.
* Added support for uploading CSV files, real-time email validation and configuring email content. Received instant feedback on valid and invalid addresses.
* Supervised the entire development process, which included the installation of the broadcast engine and the creation of an intuitive user interface.
* Performed extensive testing and QA and integrated EmailJS for efficient email sending.
* Enhanced skills through extensive project work in web development, email validation and application deployment
Machine Learning Engineer
Afame Technologies - Internship
Mar 29, 2024 - Apr 27, 2024 · 1 mo
Karnataka, India
During my internship, I developed a machine learning model to detect spam SMS using a dataset of 5,574 messages, achieving a 95% accuracy rate. I processed the data by removing irrelevant features and mapped labels to numerical values, which improved data clarity by 100%. Using CountVectorizer, I transformed the text data into numerical format, which led to a 30% increase in model efficiency. The Multinomial Naive Bayes classifier was trained on 80% of the dataset, and its performance was validated on the remaining 20%, delivering a precision rate of 92% and recall of 90%. The model's confusion matrix revealed an overall error reduction by 10%, showcasing its effectiveness in real-world scenarios. Additionally, the model was tested on new samples, confirming its ability to handle unseen data with high accuracy.
ProjectsAnnual Store Sales Analysis
Role - Student
for Academic
Sep 8, 2024 - Oct 2, 2024
Objective:
Developed a comprehensive annual sales report for ABC Store for the year 2022, aimed at understanding customer demographics, sales trends, and order statuses to enhance sales strategies for 2023.
Key Insights and Outcomes:
Identified that women had higher purchase volumes compared to men (21.55K vs. 9.49K).
Recognized the channel contributing the most to sales was Amazon (35.48%).
Analyzed the distribution of order statuses, with a majority being delivered (30K out of 33K total orders, 90.9%).
Determined the top states contributing to sales, providing regional sales insights (e.g., Maharashtra, New Delhi, West Bengal).
Established the relationship between age groups and gender based on the number of orders.
Key Achievements:
Enabled ABC Store to make data-driven decisions by providing clear insights into customer behavior and sales trends.
Enhanced the store's ability to target marketing efforts and optimize sales strategies for different customer segments.
Improved the understanding of regional sales contributions, aiding in more focused regional marketing and sales campaigns.
Increased user engagement and interactivity with the dashboard through the use of slicers for dynamic data filtering.
Research PapersTarun Bt has not added any research paper yet.
VolunteeringTarun Bt has not added any volunteering detail yet.